DataMining
RaviTeja Manda
January 25, 2017
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# 1. Download Census Data (census done in 2010)
# 2. Download couple of polling data from different agencies
# 3. Download twitter data of tweets from Hillary
# 4. Download twitter data of tweets from Trump
# 5. Download twitter data of tweets from popular hashtags## Set current working directory
## Make sure the working directory is set appropriately
setwd("~/Documents/DataMining")
## install the following packages if not available and load them in to the session
## (check for the availability of the following packages)
## Upgrading the OS started creating some X11 issues...
##install.packages("XQuartz")
##library(XQuartz)
## sudo ln -s /opt/X11/lib/libpng15.15.dylib /usr/local/lib/libpng15.15.dylib
## Install xQuartz from here :: https://dl.bintray.com/xquartz/downloads/XQuartz-2.7.11.dmg
#install.packages("ggplot2") :: Dependencies --> assertthat’, ‘gtable’, ‘reshape2’, ‘tibble’, ‘lazyeval’
library(ggplot2)
#install.packages("acs"") :: Dependencies ---> ‘plyr’, ‘XML’, ‘RCurl’
library(acs)## Loading required package: stringr## Loading required package: plyr## Loading required package: XML##
## Attaching package: 'acs'## The following object is masked from 'package:base':
##
## apply#install.packages("tigris") :: Dependencies ---> ‘curl’, ‘openssl’, ‘R6’, ‘rgdal’, ‘rgeos’, ‘sp’, ‘rappdirs’, ‘maptools’, ‘httr’, ‘uuid’
library(tigris)##
## Attaching package: 'tigris'## The following object is masked from 'package:graphics':
##
## plot#install.packages("leaflet") :: Dependencies ---> ‘colorspace’, ‘dichromat’, ‘munsell’, ‘labeling’, ‘htmlwidgets’, ‘png’, ‘RColorBrewer’, ‘raster’, ‘scales’
library(leaflet)
#install.packages("wordcloud") :: Dependencies ---> 'slam'
library(wordcloud)## Loading required package: RColorBrewer#install.packages("tm") :: Dependencies ---> 'NLP'
library(tm)## Loading required package: NLP##
## Attaching package: 'NLP'## The following object is masked from 'package:ggplot2':
##
## annotate#install.packages("SnowballC")
library(SnowballC)
#install.packages("twitteR") :: Dependencies ---> ‘bit’, ‘bit64’, ‘rjson’, ‘DBI’
library(twitteR)##
## Attaching package: 'twitteR'## The following object is masked from 'package:acs':
##
## name## The following object is masked from 'package:plyr':
##
## id# Authentication dependencies
library(base64enc)
#install.packages("xlsx") :: Dependencies ---> ‘rJava’, ‘xlsxjars’
library(xlsx)## Loading required package: rJava## Loading required package: xlsxjars#install.packages("XLConnect") :: Dependencies ---> ‘XLConnectJars’
library(readxl)
#install.packages("data.table")
library(data.table)
#install.packages("devtools") :: Dependencies ---> ‘memoise’, ‘whisker’, ‘rstudioapi’, ‘git2r’, ‘withr’
library(devtools)
#install.packages("censusapi")
devtools::install_github("hrecht/censusapi")## Skipping install of 'censusapi' from a github remote, the SHA1 (c0b335cd) has not changed since last install.
## Use `force = TRUE` to force installationlibrary(censusapi)##
## Attaching package: 'censusapi'## The following object is masked from 'package:methods':
##
## getFunction#install.packages("readr")
library(readr)
#install.packages("plotly") :: Dependencies ---> 'viridisLite’, ‘tidyr’, ‘dplyr’, ‘hexbin’, ‘purrr’
library(plotly)##
## Attaching package: 'plotly'## The following objects are masked from 'package:plyr':
##
## arrange, mutate, rename, summarise## The following object is masked from 'package:ggplot2':
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## last_plot## The following object is masked from 'package:stats':
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## filter## The following object is masked from 'package:graphics':
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## layout#install.packages("Hmisc") :: Dependencies ---> ‘checkmate’, ‘survival’, ‘Formula’, ‘latticeExtra’, ‘acepack’, ‘gridExtra’, ‘htmlTable’, ‘viridis’
library(Hmisc)## Loading required package: lattice## Loading required package: survival## Loading required package: Formula##
## Attaching package: 'Hmisc'## The following object is masked from 'package:plotly':
##
## subplot## The following objects are masked from 'package:acs':
##
## combine, combine<-## The following objects are masked from 'package:plyr':
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## is.discrete, summarize## The following objects are masked from 'package:base':
##
## format.pval, round.POSIXt, trunc.POSIXt, units## Parsed with column specification:
## cols(
## State = col_character(),
## `Number of Electoral Votes` = col_integer()
## )## [1] "Using direct authentication"## [[1]]
## [1] "DDanny786: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[2]]
## [1] "YursNani: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[3]]
## [1] "MichealKarthik1: RT @smkoneru: Kalyan Ram @nandamurikalyan gave the clap for @RaviTeja_offl and @Mehreenpirzada 's #RajaTheGreat muhurtham shot .. An @AnilR…"
##
## [[4]]
## [1] "MichealKarthik1: RT @smkoneru: Mass Maharaja @RaviTeja_offl 's #RajaTheGreat Muhurtham coverage in Print Media https://t.co/PG2Noi4JnX"
##
## [[5]]
## [1] "MichealKarthik1: @RaviTeja_offl nachemdi bro"
##
## [[6]]
## [1] "MichealKarthik1: RT @UrsShruthi: #RaviTeja is all set to kick-start his second project, #RajaTheGreat, tomorrow,#RajaTheGreat will be directed by #AnilRavip…"
##
## [[7]]
## [1] "sanjumartin: @RaviTeja_offl All things work together for good..Amen. GM https://t.co/OCoDjn5WUE"
##
## [[8]]
## [1] "kaushal_manda: @RaviTeja_offl superb"
##
## [[9]]
## [1] "MMaheshian: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[10]]
## [1] "uday462: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[11]]
## [1] "Honeyyy99: https://t.co/VZiRGH3oDq @RaviTeja_offl All time fav song of you :)"
##
## [[12]]
## [1] "MyThoughts_88: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[13]]
## [1] "sree6369: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[14]]
## [1] "DONORudu: @raviteja any comments from lingusamy n other tamilians them aftr d mvie?"
##
## [[15]]
## [1] "tajstweets: RT @Gopimohan: All the best for #RajaTheGreat film shooting @RaviTeja_offl @AnilRavipudi @dilraju_svc @SVC_official .Promising films from H…"
##
## [[16]]
## [1] "shivabn1997: Sir y ur not following MASS MAHARAJA RAVITEJA GARU such a talented & encharaging new talents"
##
## [[17]]
## [1] "ksadasivareddy1: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[18]]
## [1] "SuperStarMB_Fan: RT @jadhao_yash: SUNDAY WITH SRIMANTHUDU\n@urstrulyMahesh @SuperStarMB_Fan @SSMBsWarrior @raviteja @PavanKu76645580\nBLOCKBUSTER #Srimanthudu…"
##
## [[19]]
## [1] "CrazyMaheshian: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[20]]
## [1] "madugula007: RT @jadhao_yash: SUNDAY WITH SRIMANTHUDU\n@urstrulyMahesh @SuperStarMB_Fan @SSMBsWarrior @raviteja @PavanKu76645580\nBLOCKBUSTER #Srimanthudu…"
##
## [[21]]
## [1] "SuperStar_Fan_: RT @jadhao_yash: SUNDAY WITH SRIMANTHUDU\n@urstrulyMahesh @SuperStarMB_Fan @SSMBsWarrior @raviteja @PavanKu76645580\nBLOCKBUSTER #Srimanthudu…"
##
## [[22]]
## [1] "suthapalliuday: RT @raviteja: #Srimanthudu 154 C gross in 25 days - Eros ! \n\n#KhaidiNo150 150 C gross in 35 days - Geetha Arts !! https://t.co/vfSx4co9XQ"
##
## [[23]]
## [1] "Rakeksh: @RaviTeja_offl \xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c\xed\xa0\xbd\xed\xb1\x8c"
##
## [[24]]
## [1] "SureshChowdry18: @raviteja \n\nAny info about Stalin ?\nhe need 20 nly......."
##
## [[25]]
## [1] "sarcasm_donor: RT @RavitejafansRTF: #RaviTeja's Latest Pic .... \n@RaviTeja_offl #Mass #Maharaja https://t.co/ACKnbyu862"## Parsed with column specification:
## cols(
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## rawpoll_trump = col_double(),
## rawpoll_johnson = col_double(),
## rawpoll_mcmullin = col_integer(),
## adjpoll_clinton = col_double(),
## adjpoll_trump = col_double(),
## adjpoll_johnson = col_double(),
## adjpoll_mcmullin = col_double(),
## poll_id = col_integer(),
## question_id = col_integer()
## )## See spec(...) for full column specifications.## Warning: Missing column names filled in: 'X9' [9], 'X10' [10], 'X11' [11],
## 'X12' [12], 'X13' [13], 'X14' [14], 'X15' [15]## Parsed with column specification:
## cols(
## Day = col_double(),
## Len = col_integer(),
## State = col_character(),
## EV = col_integer(),
## Dem = col_integer(),
## GOP = col_integer(),
## Ind = col_character(),
## Date = col_character(),
## X9 = col_character(),
## X10 = col_character(),
## X11 = col_character(),
## X12 = col_character(),
## X13 = col_character(),
## X14 = col_character(),
## X15 = col_character(),
## Pollster = col_character()
## )## [1] 2 22 1 5 1 9 2 3 2 1 1 5 1 7 1 8 2 15 15 9 2 54 19
## [24] 2 8 2 1 2 5 3 20 3 1 14 3## NULL
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## [1] AK AL AR AZ CA CO CT DC DE FL GA HI IA ID IL IN KS KY LA MA MD ME MI
## [24] MN MO MS MT NC ND NE NH NJ NM NV NY OH OK OR PA RI SC SD TN TX UT VA
## [47] VT WA WI WV WY
## 51 Levels: AK AL AR AZ CA CO CT DC DE FL GA HI IA ID IL IN KS KY LA ... WY## Warning: 'bar' objects don't have these attributes: 'mode'
## Valid attributes include:
## 'type', 'visible', 'showlegend', 'legendgroup', 'opacity', 'name', 'uid', 'hoverinfo', 'stream', 'x', 'x0', 'dx', 'y', 'y0', 'dy', 'text', 'orientation', 'marker', 'r', 't', 'error_y', 'error_x', '_deprecated', 'xaxis', 'yaxis', 'xsrc', 'ysrc', 'textsrc', 'rsrc', 'tsrc', 'key'## [1] "StateID" "StateName" "StateAbbreviation"## StateID StateName StateAbbreviation
## 2 2 Alabama AL
## 1 1 Alaska AK
## 4 4 Arizona AZ
## 3 3 Arkansas AR
## 5 5 California CA
## 6 6 Colorado CO
## 7 7 Connecticut CT
## 9 9 Delaware DE
## 10 10 Florida FL
## 11 11 Georgia GA
## 12 12 Hawaii HI
## 14 14 Idaho ID
## 15 15 Illinois IL
## 16 16 Indiana IN
## 13 13 Iowa IA
## 17 17 Kansas KS
## 18 18 Kentucky KY
## 19 19 Louisiana LA
## 22 22 Maine ME
## 21 21 Maryland MD
## 20 20 Massachusetts MA
## 23 23 Michigan MI
## 24 24 Minnesota MN
## 26 26 Mississippi MS
## 25 25 Missouri MO
## 27 27 Montana MT
## 34 34 Nevada NV
## 30 30 New England NE
## 32 32 New Jersey NJ
## 33 33 New Mexico NM
## 35 35 New York NY
## 31 31 NewHampshire NH
## 28 28 North Carolina NC
## 29 29 North Dakota ND
## 36 36 Ohio OH
## 37 37 Oklahoma OK
## 38 38 Oregon OR
## 39 39 Pennsylvania PA
## 40 40 Rhode Island RI
## 41 41 South Carolina SC
## 42 42 South Dakota SD
## 43 43 Tennesse TN
## 44 44 Texas TX
## 45 45 Utah UT
## 47 47 Vermont VT
## 46 46 Virginia VA
## 48 48 Washington WA
## 8 8 Washington DC DC
## 50 50 West Virgina WV
## 49 49 Wisconsin WI
## 51 51 Wyoming WY## [1] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [6] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [11] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [16] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [21] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [26] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [31] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [36] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [41] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [46] "data.frame" "data.frame" "data.frame" "data.frame" "data.frame"
## [51] "data.frame"## [1] "data.frame"## List of 1
## $ :'data.frame': 1 obs. of 15 variables:
## ..$ GEOID : int 1
## ..$ SUMLEV : int 40
## ..$ STATE : int 1
## ..$ COUNTY : logi NA
## ..$ CBSA : logi NA
## ..$ CSA : logi NA
## ..$ NECTA : logi NA
## ..$ CNECTA : logi NA
## ..$ NAME : Factor w/ 1 level "Alabama": 1
## ..$ POP100 : int 4779736
## ..$ HU100 : int 2171853
## ..$ POP100.2000 : int 4447100
## ..$ HU100.2000 : int 1963711
## ..$ P001001 : int 4779736
## ..$ P001001.2000: int 4447100## Total county count : 3141## [1] 54571 182265 27457 22915 57322 10914 20947 118572 34215 25989
## [11] 43643 13859 25833 13932 14972 49948 54428 13228 11539 37765
## [21] 13906 80406 50251 43820 71109 79303 38319 104430 17241 31704
## [31] 26790 9045 15760 17302 101547 53227 658466 14564 92709 34339
## [41] 140247 82782 11299 21452 334811 21027 30776 93019 412992 23068
## [51] 229363 119490 10591 19746 32899 22913 52947 83593 195085 13763
## [61] 82291 41616 194656 67023 17581 11670 24484## [[1]]
## X votes_dem votes_gop total_votes per_dem per_gop diff
## 30 29 5908 18110 24661 0.23956855 0.7343579 12,202
## 31 30 18409 72780 94090 0.19565310 0.7735147 54,371
## 32 31 4848 5431 10390 0.46660250 0.5227141 583
## 33 32 1874 6733 8748 0.21422039 0.7696616 4,859
## 34 33 2150 22808 25384 0.08469902 0.8985188 20,658
## 35 34 3530 1139 4701 0.75090406 0.2422889 2,391
## 36 35 3716 4891 8685 0.42786413 0.5631549 1,175
## 37 36 13197 32803 47376 0.27855876 0.6923970 19,606
## 38 37 5763 7803 13778 0.41827551 0.5663376 2,040
## 39 38 1524 8809 10503 0.14510140 0.8387127 7,285
## 40 39 2909 15068 18255 0.15935360 0.8254177 12,159
## 41 40 3109 4102 7268 0.42776555 0.5643919 993
## 42 41 5712 7109 12936 0.44155844 0.5495516 1,397
## 43 42 1234 5230 6572 0.18776628 0.7958004 3,996
## 44 43 684 5738 6532 0.10471525 0.8784446 5,054
## 45 44 4194 15825 20513 0.20445571 0.7714620 11,631
## 46 45 7296 16718 24626 0.29627223 0.6788760 9,422
## 47 46 3069 3413 6543 0.46905089 0.5216262 344
## 48 47 1780 3376 5223 0.34080031 0.6463718 1,596
## 49 48 2379 13222 15818 0.15039828 0.8358832 10,843
## 50 49 1663 4511 6252 0.26599488 0.7215291 2,848
## 51 50 3730 32734 37278 0.10005902 0.8781050 29,004
## 52 51 4408 13798 18617 0.23677284 0.7411506 9,390
## 53 52 12826 5784 18730 0.68478377 0.3088094 7,042
## 54 53 3682 21779 26086 0.14114851 0.8348923 18,097
## 55 54 8436 27619 36905 0.22858691 0.7483810 19,183
## 56 55 4698 10282 15213 0.30881483 0.6758693 5,584
## 57 56 10350 32132 43474 0.23807333 0.7391084 21,782
## 58 57 1358 6705 8196 0.16569058 0.8180820 5,347
## 59 58 2197 9466 11955 0.18377248 0.7918026 7,269
## 60 59 1522 9967 11659 0.13054293 0.8548761 8,445
## 61 60 4006 838 4862 0.82394077 0.1723571 3,168
## 62 61 4772 3172 8010 0.59575531 0.3960050 1,600
## 63 62 2286 5623 8017 0.28514407 0.7013846 3,337
## 64 63 10547 30567 42030 0.25093980 0.7272662 20,020
## 65 64 3663 16643 20785 0.17623286 0.8007217 12,980
## 66 65 151581 130614 290111 0.52249311 0.4502208 20,967
## 67 66 1035 5819 6931 0.14932910 0.8395614 4,784
## 68 67 9877 27735 38813 0.25447659 0.7145802 17,858
## 69 68 3611 10732 14623 0.24693975 0.7339123 7,121
## 70 69 20987 34321 57668 0.36392800 0.5951481 13,334
## 71 70 9340 28824 39400 0.23705584 0.7315736 19,484
## 72 71 4882 1751 6676 0.73127621 0.2622828 3,131
## 73 72 7237 1394 8748 0.82727481 0.1593507 5,843
## 74 73 62435 89199 159473 0.39150828 0.5593361 26,764
## 75 74 5607 5224 10948 0.51214834 0.4771648 383
## 76 75 1432 11273 12912 0.11090458 0.8730638 9,841
## 77 76 4913 29217 34965 0.14051194 0.8356070 24,304
## 78 77 68429 91087 163387 0.41881545 0.5574923 22,658
## 79 78 4310 5771 10185 0.42317133 0.5666176 1,461
## 80 79 58669 33928 94572 0.62036332 0.3587531 24,741
## 81 80 11216 37392 49991 0.22436038 0.7479746 26,176
## 82 81 3823 1403 5255 0.72749762 0.2669838 2,420
## 83 82 3972 5454 9494 0.41836950 0.5744681 1,482
## 84 83 5039 7681 13025 0.38687140 0.5897121 2,642
## 85 84 2290 7697 10130 0.22606120 0.7598223 5,407
## 86 85 9577 9210 19136 0.50047032 0.4812918 367
## 87 86 22927 72846 99208 0.23110031 0.7342755 49,919
## 88 87 5550 31579 37937 0.14629517 0.8324064 26,029
## 89 88 4739 1581 6391 0.74151150 0.2473791 3,158
## 90 89 12108 20596 33218 0.36450117 0.6200253 8,488
## 91 90 5271 12967 18504 0.28485733 0.7007674 7,696
## 92 91 31746 47701 81708 0.38852989 0.5837984 15,955
## 93 92 4486 24208 29243 0.15340423 0.8278220 19,722
## 94 93 2366 6031 8492 0.27861517 0.7101978 3,665
## 95 94 4329 1737 6095 0.71025431 0.2849877 2,592
## 96 95 871 9225 10255 0.08493418 0.8995612 8,354
## per_point_diff state_abbr county_name combined_fips
## 30 49.48% AL Autauga County 1001
## 31 57.79% AL Baldwin County 1003
## 32 5.61% AL Barbour County 1005
## 33 55.54% AL Bibb County 1007
## 34 81.38% AL Blount County 1009
## 35 50.86% AL Bullock County 1011
## 36 13.53% AL Butler County 1013
## 37 41.38% AL Calhoun County 1015
## 38 14.81% AL Chambers County 1017
## 39 69.36% AL Cherokee County 1019
## 40 66.61% AL Chilton County 1021
## 41 13.66% AL Choctaw County 1023
## 42 10.80% AL Clarke County 1025
## 43 60.80% AL Clay County 1027
## 44 77.37% AL Cleburne County 1029
## 45 56.70% AL Coffee County 1031
## 46 38.26% AL Colbert County 1033
## 47 5.26% AL Conecuh County 1035
## 48 30.56% AL Coosa County 1037
## 49 68.55% AL Covington County 1039
## 50 45.55% AL Crenshaw County 1041
## 51 77.80% AL Cullman County 1043
## 52 50.44% AL Dale County 1045
## 53 37.60% AL Dallas County 1047
## 54 69.37% AL DeKalb County 1049
## 55 51.98% AL Elmore County 1051
## 56 36.71% AL Escambia County 1053
## 57 50.10% AL Etowah County 1055
## 58 65.24% AL Fayette County 1057
## 59 60.80% AL Franklin County 1059
## 60 72.43% AL Geneva County 1061
## 61 65.16% AL Greene County 1063
## 62 19.98% AL Hale County 1065
## 63 41.62% AL Henry County 1067
## 64 47.63% AL Houston County 1069
## 65 62.45% AL Jackson County 1071
## 66 7.23% AL Jefferson County 1073
## 67 69.02% AL Lamar County 1075
## 68 46.01% AL Lauderdale County 1077
## 69 48.70% AL Lawrence County 1079
## 70 23.12% AL Lee County 1081
## 71 49.45% AL Limestone County 1083
## 72 46.90% AL Lowndes County 1085
## 73 66.79% AL Macon County 1087
## 74 16.78% AL Madison County 1089
## 75 3.50% AL Marengo County 1091
## 76 76.22% AL Marion County 1093
## 77 69.51% AL Marshall County 1095
## 78 13.87% AL Mobile County 1097
## 79 14.34% AL Monroe County 1099
## 80 26.16% AL Montgomery County 1101
## 81 52.36% AL Morgan County 1103
## 82 46.05% AL Perry County 1105
## 83 15.61% AL Pickens County 1107
## 84 20.28% AL Pike County 1109
## 85 53.38% AL Randolph County 1111
## 86 1.92% AL Russell County 1113
## 87 50.32% AL Shelby County 1117
## 88 68.61% AL St. Clair County 1115
## 89 49.41% AL Sumter County 1119
## 90 25.55% AL Talladega County 1121
## 91 41.59% AL Tallapoosa County 1123
## 92 19.53% AL Tuscaloosa County 1125
## 93 67.44% AL Walker County 1127
## 94 43.16% AL Washington County 1129
## 95 42.53% AL Wilcox County 1131
## 96 81.46% AL Winston County 1133## stateVotingAndCensusResultsList$censusResults$populationInEachCounty[[1]]
## 1 54571
## 2 182265
## 3 27457
## 4 22915
## 5 57322
## 6 10914
## 7 20947
## 8 118572
## 9 34215
## 10 25989
## 11 43643
## 12 13859
## 13 25833
## 14 13932
## 15 14972
## 16 49948
## 17 54428
## 18 13228
## 19 11539
## 20 37765
## 21 13906
## 22 80406
## 23 50251
## 24 43820
## 25 71109
## 26 79303
## 27 38319
## 28 104430
## 29 17241
## 30 31704
## 31 26790
## 32 9045
## 33 15760
## 34 17302
## 35 101547
## 36 53227
## 37 658466
## 38 14564
## 39 92709
## 40 34339
## 41 140247
## 42 82782
## 43 11299
## 44 21452
## 45 334811
## 46 21027
## 47 30776
## 48 93019
## 49 412992
## 50 23068
## 51 229363
## 52 119490
## 53 10591
## 54 19746
## 55 32899
## 56 22913
## 57 52947
## 58 83593
## 59 195085
## 60 13763
## 61 82291
## 62 41616
## 63 194656
## 64 67023
## 65 17581
## 66 11670
## 67 24484## [1] 24661 94090 10390 8748 25384 4701 8685 47376 13778 10503
## [11] 18255 7268 12936 6572 6532 20513 24626 6543 5223 15818
## [21] 6252 37278 18617 18730 26086 36905 15213 43474 8196 11955
## [31] 11659 4862 8010 8017 42030 20785 290111 6931 38813 14623
## [41] 57668 39400 6676 8748 159473 10948 12912 34965 163387 10185
## [51] 94572 49991 5255 9494 13025 10130 19136 99208 37937 6391
## [61] 33218 18504 81708 29243 8492 6095 10255## [1] 5908 18409 4848 1874 2150 3530 3716 13197 5763 1524
## [11] 2909 3109 5712 1234 684 4194 7296 3069 1780 2379
## [21] 1663 3730 4408 12826 3682 8436 4698 10350 1358 2197
## [31] 1522 4006 4772 2286 10547 3663 151581 1035 9877 3611
## [41] 20987 9340 4882 7237 62435 5607 1432 4913 68429 4310
## [51] 58669 11216 3823 3972 5039 2290 9577 22927 5550 4739
## [61] 12108 5271 31746 4486 2366 4329 871
## [1] 18110 72780 5431 6733 22808 1139 4891 32803 7803 8809
## [11] 15068 4102 7109 5230 5738 15825 16718 3413 3376 13222
## [21] 4511 32734 13798 5784 21779 27619 10282 32132 6705 9466
## [31] 9967 838 3172 5623 30567 16643 130614 5819 27735 10732
## [41] 34321 28824 1751 1394 89199 5224 11273 29217 91087 5771
## [51] 33928 37392 1403 5454 7681 7697 9210 72846 31579 1581
## [61] 20596 12967 47701 24208 6031 1737 9225
## -------------------------------------------------------------------------## data.table + dplyr code now lives in dtplyr.
## Please library(dtplyr)!## -------------------------------------------------------------------------##
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## combine, src, summarize## The following objects are masked from 'package:data.table':
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## between, first, last## The following objects are masked from 'package:twitteR':
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## id, location## The following object is masked from 'package:acs':
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## combine## The following objects are masked from 'package:plyr':
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## arrange, count, desc, failwith, id, mutate, rename, summarise,
## summarize## The following objects are masked from 'package:stats':
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## filter, lag## The following objects are masked from 'package:base':
##
## intersect, setdiff, setequal, union## [1] 24661 94090 10390 8748 25384 4701 8685 47376 13778 10503
## [11] 18255 7268 12936 6572 6532 20513 24626 6543 5223 15818
## [21] 6252 37278 18617 18730 26086 36905 15213 43474 8196 11955
## [31] 11659 4862 8010 8017 42030 20785 290111 6931 38813 14623
## [41] 57668 39400 6676 8748 159473 10948 12912 34965 163387 10185
## [51] 94572 49991 5255 9494 13025 10130 19136 99208 37937 6391
## [61] 33218 18504 81708 29243 8492 6095 10255## alabamaVotingResults$votes_dem
## 1 5908
## 2 18409
## 3 4848
## 4 1874
## 5 2150
## 6 3530
## 7 3716
## 8 13197
## 9 5763
## 10 1524
## 11 2909
## 12 3109
## 13 5712
## 14 1234
## 15 684
## 16 4194
## 17 7296
## 18 3069
## 19 1780
## 20 2379
## 21 1663
## 22 3730
## 23 4408
## 24 12826
## 25 3682
## 26 8436
## 27 4698
## 28 10350
## 29 1358
## 30 2197
## 31 1522
## 32 4006
## 33 4772
## 34 2286
## 35 10547
## 36 3663
## 37 151581
## 38 1035
## 39 9877
## 40 3611
## 41 20987
## 42 9340
## 43 4882
## 44 7237
## 45 62435
## 46 5607
## 47 1432
## 48 4913
## 49 68429
## 50 4310
## 51 58669
## 52 11216
## 53 3823
## 54 3972
## 55 5039
## 56 2290
## 57 9577
## 58 22927
## 59 5550
## 60 4739
## 61 12108
## 62 5271
## 63 31746
## 64 4486
## 65 2366
## 66 4329
## 67 871## alabamaVotingResults$votes_gop
## 1 18110
## 2 72780
## 3 5431
## 4 6733
## 5 22808
## 6 1139
## 7 4891
## 8 32803
## 9 7803
## 10 8809
## 11 15068
## 12 4102
## 13 7109
## 14 5230
## 15 5738
## 16 15825
## 17 16718
## 18 3413
## 19 3376
## 20 13222
## 21 4511
## 22 32734
## 23 13798
## 24 5784
## 25 21779
## 26 27619
## 27 10282
## 28 32132
## 29 6705
## 30 9466
## 31 9967
## 32 838
## 33 3172
## 34 5623
## 35 30567
## 36 16643
## 37 130614
## 38 5819
## 39 27735
## 40 10732
## 41 34321
## 42 28824
## 43 1751
## 44 1394
## 45 89199
## 46 5224
## 47 11273
## 48 29217
## 49 91087
## 50 5771
## 51 33928
## 52 37392
## 53 1403
## 54 5454
## 55 7681
## 56 7697
## 57 9210
## 58 72846
## 59 31579
## 60 1581
## 61 20596
## 62 12967
## 63 47701
## 64 24208
## 65 6031
## 66 1737
## 67 9225## alabamaVotingResults$diff
## 1 12,202
## 2 54,371
## 3 583
## 4 4,859
## 5 20,658
## 6 2,391
## 7 1,175
## 8 19,606
## 9 2,040
## 10 7,285
## 11 12,159
## 12 993
## 13 1,397
## 14 3,996
## 15 5,054
## 16 11,631
## 17 9,422
## 18 344
## 19 1,596
## 20 10,843
## 21 2,848
## 22 29,004
## 23 9,390
## 24 7,042
## 25 18,097
## 26 19,183
## 27 5,584
## 28 21,782
## 29 5,347
## 30 7,269
## 31 8,445
## 32 3,168
## 33 1,600
## 34 3,337
## 35 20,020
## 36 12,980
## 37 20,967
## 38 4,784
## 39 17,858
## 40 7,121
## 41 13,334
## 42 19,484
## 43 3,131
## 44 5,843
## 45 26,764
## 46 383
## 47 9,841
## 48 24,304
## 49 22,658
## 50 1,461
## 51 24,741
## 52 26,176
## 53 2,420
## 54 1,482
## 55 2,642
## 56 5,407
## 57 367
## 58 49,919
## 59 26,029
## 60 3,158
## 61 8,488
## 62 7,696
## 63 15,955
## 64 19,722
## 65 3,665
## 66 2,592
## 67 8,354## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Autauga County
## 2 Baldwin County
## 3 Barbour County
## 4 Bibb County
## 5 Blount County
## 6 Bullock County
## 7 Butler County
## 8 Calhoun County
## 9 Chambers County
## 10 Cherokee County
## 11 Chilton County
## 12 Choctaw County
## 13 Clarke County
## 14 Clay County
## 15 Cleburne County
## 16 Coffee County
## 17 Colbert County
## 18 Conecuh County
## 19 Coosa County
## 20 Covington County
## 21 Crenshaw County
## 22 Cullman County
## 23 Dale County
## 24 Dallas County
## 25 DeKalb County
## 26 Elmore County
## 27 Escambia County
## 28 Etowah County
## 29 Fayette County
## 30 Franklin County
## 31 Geneva County
## 32 Greene County
## 33 Hale County
## 34 Henry County
## 35 Houston County
## 36 Jackson County
## 37 Jefferson County
## 38 Lamar County
## 39 Lauderdale County
## 40 Lawrence County
## 41 Lee County
## 42 Limestone County
## 43 Lowndes County
## 44 Macon County
## 45 Madison County
## 46 Marengo County
## 47 Marion County
## 48 Marshall County
## 49 Mobile County
## 50 Monroe County
## 51 Montgomery County
## 52 Morgan County
## 53 Perry County
## 54 Pickens County
## 55 Pike County
## 56 Randolph County
## 57 Russell County
## 58 St. Clair County
## 59 Shelby County
## 60 Sumter County
## 61 Talladega County
## 62 Tallapoosa County
## 63 Tuscaloosa County
## 64 Walker County
## 65 Washington County
## 66 Wilcox County
## 67 Winston County
## alabamaVotingResults$votes_dem alabamaVotingResults$votes_gop
## 1 5908 18110
## 2 18409 72780
## 3 4848 5431
## 4 1874 6733
## 5 2150 22808
## 6 3530 1139
## 7 3716 4891
## 8 13197 32803
## 9 5763 7803
## 10 1524 8809
## 11 2909 15068
## 12 3109 4102
## 13 5712 7109
## 14 1234 5230
## 15 684 5738
## 16 4194 15825
## 17 7296 16718
## 18 3069 3413
## 19 1780 3376
## 20 2379 13222
## 21 1663 4511
## 22 3730 32734
## 23 4408 13798
## 24 12826 5784
## 25 3682 21779
## 26 8436 27619
## 27 4698 10282
## 28 10350 32132
## 29 1358 6705
## 30 2197 9466
## 31 1522 9967
## 32 4006 838
## 33 4772 3172
## 34 2286 5623
## 35 10547 30567
## 36 3663 16643
## 37 151581 130614
## 38 1035 5819
## 39 9877 27735
## 40 3611 10732
## 41 20987 34321
## 42 9340 28824
## 43 4882 1751
## 44 7237 1394
## 45 62435 89199
## 46 5607 5224
## 47 1432 11273
## 48 4913 29217
## 49 68429 91087
## 50 4310 5771
## 51 58669 33928
## 52 11216 37392
## 53 3823 1403
## 54 3972 5454
## 55 5039 7681
## 56 2290 7697
## 57 9577 9210
## 58 22927 72846
## 59 5550 31579
## 60 4739 1581
## 61 12108 20596
## 62 5271 12967
## 63 31746 47701
## 64 4486 24208
## 65 2366 6031
## 66 4329 1737
## 67 871 9225
## c.54571L..182265L..27457L..22915L..57322L..10914L..20947L..118572L..
## 1 54571
## 2 182265
## 3 27457
## 4 22915
## 5 57322
## 6 10914
## 7 20947
## 8 118572
## 9 34215
## 10 25989
## 11 43643
## 12 13859
## 13 25833
## 14 13932
## 15 14972
## 16 49948
## 17 54428
## 18 13228
## 19 11539
## 20 37765
## 21 13906
## 22 80406
## 23 50251
## 24 43820
## 25 71109
## 26 79303
## 27 38319
## 28 104430
## 29 17241
## 30 31704
## 31 26790
## 32 9045
## 33 15760
## 34 17302
## 35 101547
## 36 53227
## 37 658466
## 38 14564
## 39 92709
## 40 34339
## 41 140247
## 42 82782
## 43 11299
## 44 21452
## 45 334811
## 46 21027
## 47 30776
## 48 93019
## 49 412992
## 50 23068
## 51 229363
## 52 119490
## 53 10591
## 54 19746
## 55 32899
## 56 22913
## 57 52947
## 58 83593
## 59 195085
## 60 13763
## 61 82291
## 62 41616
## 63 194656
## 64 67023
## 65 17581
## 66 11670
## 67 24484
## alabamaVotingResults$diff
## 1 12,202
## 2 54,371
## 3 583
## 4 4,859
## 5 20,658
## 6 2,391
## 7 1,175
## 8 19,606
## 9 2,040
## 10 7,285
## 11 12,159
## 12 993
## 13 1,397
## 14 3,996
## 15 5,054
## 16 11,631
## 17 9,422
## 18 344
## 19 1,596
## 20 10,843
## 21 2,848
## 22 29,004
## 23 9,390
## 24 7,042
## 25 18,097
## 26 19,183
## 27 5,584
## 28 21,782
## 29 5,347
## 30 7,269
## 31 8,445
## 32 3,168
## 33 1,600
## 34 3,337
## 35 20,020
## 36 12,980
## 37 20,967
## 38 4,784
## 39 17,858
## 40 7,121
## 41 13,334
## 42 19,484
## 43 3,131
## 44 5,843
## 45 26,764
## 46 383
## 47 9,841
## 48 24,304
## 49 22,658
## 50 1,461
## 51 24,741
## 52 26,176
## 53 2,420
## 54 1,482
## 55 2,642
## 56 5,407
## 57 367
## 58 49,919
## 59 26,029
## 60 3,158
## 61 8,488
## 62 7,696
## 63 15,955
## 64 19,722
## 65 3,665
## 66 2,592
## 67 8,354## [1] 2## [1] 1## alaskaVotingResults$votes_dem
## 1 93003
## 2 93003
## 3 93003
## 4 93003
## 5 93003
## 6 93003
## 7 93003
## 8 93003
## 9 93003
## 10 93003
## 11 93003
## 12 93003
## 13 93003
## 14 93003
## 15 93003
## 16 93003
## 17 93003
## 18 93003
## 19 93003
## 20 93003
## 21 93003
## 22 93003
## 23 93003
## 24 93003
## 25 93003
## 26 93003
## 27 93003
## 28 93003
## 29 93003## alaskaVotingResults$votes_gop
## 1 130413
## 2 130413
## 3 130413
## 4 130413
## 5 130413
## 6 130413
## 7 130413
## 8 130413
## 9 130413
## 10 130413
## 11 130413
## 12 130413
## 13 130413
## 14 130413
## 15 130413
## 16 130413
## 17 130413
## 18 130413
## 19 130413
## 20 130413
## 21 130413
## 22 130413
## 23 130413
## 24 130413
## 25 130413
## 26 130413
## 27 130413
## 28 130413
## 29 130413## alaskaVotingResults$diff
## 1 37,410
## 2 37,410
## 3 37,410
## 4 37,410
## 5 37,410
## 6 37,410
## 7 37,410
## 8 37,410
## 9 37,410
## 10 37,410
## 11 37,410
## 12 37,410
## 13 37,410
## 14 37,410
## 15 37,410
## 16 37,410
## 17 37,410
## 18 37,410
## 19 37,410
## 20 37,410
## 21 37,410
## 22 37,410
## 23 37,410
## 24 37,410
## 25 37,410
## 26 37,410
## 27 37,410
## 28 37,410
## 29 37,410## structure.c.1L..2L..3L..4L..5L..6L..7L..10L..8L..9L..11L..12L..
## 1 Aleutians East Borough
## 2 Aleutians West Census Area
## 3 Anchorage Municipality
## 4 Bethel Census Area
## 5 Bristol Bay Borough
## 6 Denali Borough
## 7 Dillingham Census Area
## 8 Hoonah-Angoon Census Area
## 9 Fairbanks North Star Borough
## 10 Haines Borough
## 11 Juneau City and Borough
## 12 Kenai Peninsula Borough
## 13 Ketchikan Gateway Borough
## 14 Kodiak Island Borough
## 15 Lake and Peninsula Borough
## 16 Matanuska-Susitna Borough
## 17 Nome Census Area
## 18 North Slope Borough
## 19 Northwest Arctic Borough
## 20 Petersburg Census Area
## 21 Prince of Wales-Hyder Census Area
## 22 Sitka City and Borough
## 23 Skagway Municipality
## 24 Southeast Fairbanks Census Area
## 25 Valdez-Cordova Census Area
## 26 Wade Hampton Census Area
## 27 Wrangell City and Borough
## 28 Yakutat City and Borough
## 29 Yukon-Koyukuk Census Area
## alaskaVotingResults$votes_dem alaskaVotingResults$votes_gop
## 1 93003 130413
## 2 93003 130413
## 3 93003 130413
## 4 93003 130413
## 5 93003 130413
## 6 93003 130413
## 7 93003 130413
## 8 93003 130413
## 9 93003 130413
## 10 93003 130413
## 11 93003 130413
## 12 93003 130413
## 13 93003 130413
## 14 93003 130413
## 15 93003 130413
## 16 93003 130413
## 17 93003 130413
## 18 93003 130413
## 19 93003 130413
## 20 93003 130413
## 21 93003 130413
## 22 93003 130413
## 23 93003 130413
## 24 93003 130413
## 25 93003 130413
## 26 93003 130413
## 27 93003 130413
## 28 93003 130413
## 29 93003 130413
## c.3141L..5561L..291826L..17013L..997L..1826L..4847L..2150L..97581L..
## 1 3141
## 2 5561
## 3 291826
## 4 17013
## 5 997
## 6 1826
## 7 4847
## 8 2150
## 9 97581
## 10 2508
## 11 31275
## 12 55400
## 13 13477
## 14 13592
## 15 1631
## 16 88995
## 17 9492
## 18 9430
## 19 7523
## 20 3815
## 21 5559
## 22 8881
## 23 968
## 24 7029
## 25 9636
## 26 7459
## 27 2369
## 28 662
## 29 5588
## alaskaVotingResults$diff
## 1 37,410
## 2 37,410
## 3 37,410
## 4 37,410
## 5 37,410
## 6 37,410
## 7 37,410
## 8 37,410
## 9 37,410
## 10 37,410
## 11 37,410
## 12 37,410
## 13 37,410
## 14 37,410
## 15 37,410
## 16 37,410
## 17 37,410
## 18 37,410
## 19 37,410
## 20 37,410
## 21 37,410
## 22 37,410
## 23 37,410
## 24 37,410
## 25 37,410
## 26 37,410
## 27 37,410
## 28 37,410
## 29 37,410## arizonaVotingResults$votes_dem
## 1 12196
## 2 15291
## 3 25308
## 4 6746
## 5 3301
## 6 1092
## 7 1318
## 8 549040
## 9 16485
## 10 15362
## 11 195649
## 12 35737
## 13 10684
## 14 29705
## 15 18336## arizonaVotingResults$votes_gop
## 1 5315
## 2 25036
## 3 16573
## 4 13672
## 5 8025
## 6 1892
## 7 3381
## 8 590465
## 9 54656
## 10 18165
## 11 147019
## 12 53857
## 13 3650
## 14 58862
## 15 20586## arizonaVotingResults$diff
## 1 6,881
## 2 9,745
## 3 8,735
## 4 6,926
## 5 4,724
## 6 800
## 7 2,063
## 8 41,425
## 9 38,171
## 10 2,803
## 11 48,630
## 12 18,120
## 13 7,034
## 14 29,157
## 15 2,250## structure.1.15...Label...c..Apache.County....Cochise.County...
## 1 Apache County
## 2 Cochise County
## 3 Coconino County
## 4 Gila County
## 5 Graham County
## 6 Greenlee County
## 7 La Paz County
## 8 Maricopa County
## 9 Mohave County
## 10 Navajo County
## 11 Pima County
## 12 Pinal County
## 13 Santa Cruz County
## 14 Yavapai County
## 15 Yuma County
## arizonaVotingResults$votes_dem arizonaVotingResults$votes_gop
## 1 12196 5315
## 2 15291 25036
## 3 25308 16573
## 4 6746 13672
## 5 3301 8025
## 6 1092 1892
## 7 1318 3381
## 8 549040 590465
## 9 16485 54656
## 10 15362 18165
## 11 195649 147019
## 12 35737 53857
## 13 10684 3650
## 14 29705 58862
## 15 18336 20586
## c.71518L..131346L..134421L..53597L..37220L..8437L..20489L..3817117L..
## 1 71518
## 2 131346
## 3 134421
## 4 53597
## 5 37220
## 6 8437
## 7 20489
## 8 3817117
## 9 200186
## 10 107449
## 11 980263
## 12 375770
## 13 47420
## 14 211033
## 15 195751
## arizonaVotingResults$diff
## 1 6,881
## 2 9,745
## 3 8,735
## 4 6,926
## 5 4,724
## 6 800
## 7 2,063
## 8 41,425
## 9 38,171
## 10 2,803
## 11 48,630
## 12 18,120
## 13 7,034
## 14 29,157
## 15 2,250## arkansasVotingResults$votes_dem
## 1 1939
## 2 2408
## 3 4163
## 4 27894
## 5 2925
## 6 1317
## 7 636
## 8 3334
## 9 2350
## 10 3606
## 11 1999
## 12 2101
## 13 723
## 14 3140
## 15 2655
## 16 10474
## 17 4476
## 18 8368
## 19 1995
## 20 1165
## 21 2227
## 22 2364
## 23 14525
## 24 1376
## 25 1067
## 26 12283
## 27 1407
## 28 3056
## 29 2371
## 30 3137
## 31 1350
## 32 2878
## 33 1111
## 34 1583
## 35 15721
## 36 2421
## 37 1028
## 38 1263
## 39 1735
## 40 1252
## 41 1397
## 42 1712
## 43 5638
## 44 1587
## 45 1377
## 46 4273
## 47 5621
## 48 1298
## 49 735
## 50 1156
## 51 699
## 52 4320
## 53 1035
## 54 4292
## 55 684
## 56 1878
## 57 1210
## 58 4818
## 59 812
## 60 89377
## 61 1425
## 62 13247
## 63 507
## 64 601
## 65 12184
## 66 1075
## 67 1472
## 68 4031
## 69 1189
## 70 5667
## 71 1547
## 72 32296
## 73 5157
## 74 1117
## 75 1472## arkansasVotingResults$votes_gop
## 1 3825
## 2 5338
## 3 14655
## 4 60751
## 5 12225
## 6 2163
## 7 1554
## 8 6773
## 9 1716
## 10 4398
## 11 3779
## 12 9454
## 13 2460
## 14 5456
## 15 4844
## 16 22798
## 17 16655
## 18 6953
## 19 4577
## 20 1507
## 21 1915
## 22 3967
## 23 29170
## 24 5034
## 25 3470
## 26 26053
## 27 5160
## 28 10698
## 29 4391
## 30 8153
## 31 3155
## 32 9925
## 33 4042
## 34 3262
## 35 9231
## 36 6072
## 37 1750
## 38 4064
## 39 1229
## 40 2455
## 41 3604
## 42 5737
## 43 19902
## 44 4917
## 45 5077
## 46 11293
## 47 6988
## 48 1400
## 49 2573
## 50 2001
## 51 2875
## 52 5347
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## 75 4600## arkansasVotingResults$diff
## 1 1,886
## 2 2,930
## 3 10,492
## 4 32,857
## 5 9,300
## 6 846
## 7 918
## 8 3,439
## 9 634
## 10 792
## 11 1,780
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## 13 1,737
## 14 2,316
## 15 2,189
## 16 12,324
## 17 12,179
## 18 1,415
## 19 2,582
## 20 342
## 21 312
## 22 1,603
## 23 14,645
## 24 3,658
## 25 2,403
## 26 13,770
## 27 3,753
## 28 7,642
## 29 2,020
## 30 5,016
## 31 1,805
## 32 7,047
## 33 2,931
## 34 1,679
## 35 6,490
## 36 3,651
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## 38 2,801
## 39 506
## 40 1,203
## 41 2,207
## 42 4,025
## 43 14,264
## 44 3,330
## 45 3,700
## 46 7,020
## 47 1,367
## 48 102
## 49 1,838
## 50 845
## 51 2,176
## 52 1,027
## 53 1,944
## 54 1,849
## 55 2,466
## 56 1,271
## 57 5,396
## 58 10,876
## 59 1,691
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## 62 22,605
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## 67 3,933
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## 73 15,881
## 74 227
## 75 3,128## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Arkansas County
## 2 Ashley County
## 3 Baxter County
## 4 Benton County
## 5 Boone County
## 6 Bradley County
## 7 Calhoun County
## 8 Carroll County
## 9 Chicot County
## 10 Clark County
## 11 Clay County
## 12 Cleburne County
## 13 Cleveland County
## 14 Columbia County
## 15 Conway County
## 16 Craighead County
## 17 Crawford County
## 18 Crittenden County
## 19 Cross County
## 20 Dallas County
## 21 Desha County
## 22 Drew County
## 23 Faulkner County
## 24 Franklin County
## 25 Fulton County
## 26 Garland County
## 27 Grant County
## 28 Greene County
## 29 Hempstead County
## 30 Hot Spring County
## 31 Howard County
## 32 Independence County
## 33 Izard County
## 34 Jackson County
## 35 Jefferson County
## 36 Johnson County
## 37 Lafayette County
## 38 Lawrence County
## 39 Lee County
## 40 Lincoln County
## 41 Little River County
## 42 Logan County
## 43 Lonoke County
## 44 Madison County
## 45 Marion County
## 46 Miller County
## 47 Mississippi County
## 48 Monroe County
## 49 Montgomery County
## 50 Nevada County
## 51 Newton County
## 52 Ouachita County
## 53 Perry County
## 54 Phillips County
## 55 Pike County
## 56 Poinsett County
## 57 Polk County
## 58 Pope County
## 59 Prairie County
## 60 Pulaski County
## 61 Randolph County
## 62 St. Francis County
## 63 Saline County
## 64 Scott County
## 65 Searcy County
## 66 Sebastian County
## 67 Sevier County
## 68 Sharp County
## 69 Stone County
## 70 Union County
## 71 Van Buren County
## 72 Washington County
## 73 White County
## 74 Woodruff County
## 75 Yell County
## arkansasVotingResults$votes_dem arkansasVotingResults$votes_gop
## 1 1939 3825
## 2 2408 5338
## 3 4163 14655
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## 1 19019
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## 75 22185
## arkansasVotingResults$diff
## 1 1,886
## 2 2,930
## 3 10,492
## 4 32,857
## 5 9,300
## 6 846
## 7 918
## 8 3,439
## 9 634
## 10 792
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## 35 6,490
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## 39 506
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## 41 2,207
## 42 4,025
## 43 14,264
## 44 3,330
## 45 3,700
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## 47 1,367
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## 51 2,176
## 52 1,027
## 53 1,944
## 54 1,849
## 55 2,466
## 56 1,271
## 57 5,396
## 58 10,876
## 59 1,691
## 60 28,195
## 61 3,083
## 62 22,605
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## 68 836
## 69 2,892
## 70 4,534
## 71 3,835
## 72 8,122
## 73 15,881
## 74 227
## 75 3,128## Warning: 'layout' objects don't have these attributes: 'marker'
## Valid attributes include:
## 'font', 'title', 'titlefont', 'autosize', 'width', 'height', 'margin', 'paper_bgcolor', 'plot_bgcolor', 'separators', 'hidesources', 'smith', 'showlegend', 'dragmode', 'hovermode', 'xaxis', 'yaxis', 'scene', 'geo', 'legend', 'annotations', 'shapes', 'images', 'updatemenus', 'ternary', 'mapbox', 'radialaxis', 'angularaxis', 'direction', 'orientation', 'barmode', 'bargap', 'mapType'## californiaVotingResults$votes_dem
## 1 486351
## 2 318
## 3 5904
## 4 38676
## 5 7738
## 6 2659
## 7 286658
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## 9 35243
## 10 123660
## 11 3065
## 12 19596
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## 34 273768
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## 49 116027
## 50 73939
## 51 11831
## 52 6571
## 53 1876
## 54 39099
## 55 8580
## 56 170489
## 57 34460
## 58 7234## californiaVotingResults$votes_gop
## 1 91189
## 2 211
## 3 10239
## 4 42193
## 5 13072
## 6 3551
## 7 105819
## 8 5134
## 9 47633
## 10 113949
## 11 5788
## 12 10883
## 13 11295
## 14 4248
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## 33 309514
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## 49 37421
## 50 72960
## 51 16780
## 52 14981
## 53 2409
## 54 50488
## 55 13486
## 56 118764
## 57 13178
## 58 12313## californiaVotingResults$diff
## 1 395,162
## 2 107
## 3 4,335
## 4 3,517
## 5 5,334
## 6 892
## 7 180,839
## 8 1,649
## 9 12,390
## 10 9,711
## 11 2,723
## 12 8,713
## 13 17,172
## 14 1,093
## 15 32,683
## 16 4,544
## 17 488
## 18 5,350
## 19 1,273,485
## 20 5,938
## 21 69,119
## 22 2,063
## 23 3,334
## 24 3,370
## 25 1,615
## 26 616
## 27 38,355
## 28 14,215
## 29 1,513
## 30 83,875
## 31 17,008
## 32 1,855
## 33 29,631
## 34 110,744
## 35 3,579
## 36 58,555
## 37 180,436
## 38 277,950
## 39 21,475
## 40 10,329
## 41 165,849
## 42 46,380
## 43 346,020
## 44 65,027
## 45 27,116
## 46 447
## 47 4,106
## 48 47,564
## 49 78,606
## 50 979
## 51 4,949
## 52 8,410
## 53 533
## 54 11,389
## 55 4,906
## 56 51,725
## 57 21,282
## 58 5,079## structure.1.58...Label...c..Alameda.County....Alpine.County...
## 1 Alameda County
## 2 Alpine County
## 3 Amador County
## 4 Butte County
## 5 Calaveras County
## 6 Colusa County
## 7 Contra Costa County
## 8 Del Norte County
## 9 El Dorado County
## 10 Fresno County
## 11 Glenn County
## 12 Humboldt County
## 13 Imperial County
## 14 Inyo County
## 15 Kern County
## 16 Kings County
## 17 Lake County
## 18 Lassen County
## 19 Los Angeles County
## 20 Madera County
## 21 Marin County
## 22 Mariposa County
## 23 Mendocino County
## 24 Merced County
## 25 Modoc County
## 26 Mono County
## 27 Monterey County
## 28 Napa County
## 29 Nevada County
## 30 Orange County
## 31 Placer County
## 32 Plumas County
## 33 Riverside County
## 34 Sacramento County
## 35 San Benito County
## 36 San Bernardino County
## 37 San Diego County
## 38 San Francisco County
## 39 San Joaquin County
## 40 San Luis Obispo County
## 41 San Mateo County
## 42 Santa Barbara County
## 43 Santa Clara County
## 44 Santa Cruz County
## 45 Shasta County
## 46 Sierra County
## 47 Siskiyou County
## 48 Solano County
## 49 Sonoma County
## 50 Stanislaus County
## 51 Sutter County
## 52 Tehama County
## 53 Trinity County
## 54 Tulare County
## 55 Tuolumne County
## 56 Ventura County
## 57 Yolo County
## 58 Yuba County
## californiaVotingResults$votes_dem californiaVotingResults$votes_gop
## 1 486351 91189
## 2 318 211
## 3 5904 10239
## 4 38676 42193
## 5 7738 13072
## 6 2659 3551
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## c.1510271L..1175L..38091L..220000L..45578L..21419L..1049025L..
## 1 1510271
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## 52 63463
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## 58 72155
## californiaVotingResults$diff
## 1 395,162
## 2 107
## 3 4,335
## 4 3,517
## 5 5,334
## 6 892
## 7 180,839
## 8 1,649
## 9 12,390
## 10 9,711
## 11 2,723
## 12 8,713
## 13 17,172
## 14 1,093
## 15 32,683
## 16 4,544
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## 25 1,615
## 26 616
## 27 38,355
## 28 14,215
## 29 1,513
## 30 83,875
## 31 17,008
## 32 1,855
## 33 29,631
## 34 110,744
## 35 3,579
## 36 58,555
## 37 180,436
## 38 277,950
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## 40 10,329
## 41 165,849
## 42 46,380
## 43 346,020
## 44 65,027
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## 49 78,606
## 50 979
## 51 4,949
## 52 8,410
## 53 533
## 54 11,389
## 55 4,906
## 56 51,725
## 57 21,282
## 58 5,079## coloradoVotingResults$votes_dem
## 1 86471
## 2 3168
## 3 148365
## 4 2489
## 5 278
## 6 581
## 7 124715
## 8 19530
## 9 4773
## 10 127
## 11 2585
## 12 1753
## 13 1109
## 14 336
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## 16 4048
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## 19 67045
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## 21 3056
## 22 105807
## 23 5275
## 24 11205
## 25 1634
## 26 3319
## 27 5068
## 28 197
## 29 1631
## 30 171
## 31 151885
## 32 91
## 33 526
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## 56 1345
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## 58 2960
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## 60 9502
## 61 3547
## 62 289
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## 64 701## coloradoVotingResults$votes_gop
## 1 73807
## 2 3031
## 3 109638
## 4 4234
## 5 1716
## 6 1166
## 7 38766
## 8 14272
## 9 5283
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## 11 2426
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## 14 1069
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## 30 628
## 31 130233
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## 33 2894
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## 36 82624
## 37 3656
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## 56 1109
## 57 215
## 58 1030
## 59 1015
## 60 5064
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## 63 75882
## 64 3755## coloradoVotingResults$diff
## 1 12,664
## 2 137
## 3 38,727
## 4 1,745
## 5 1,438
## 6 585
## 7 85,949
## 8 5,258
## 9 510
## 10 778
## 11 159
## 12 132
## 13 528
## 14 733
## 15 1,262
## 16 7,536
## 17 130,974
## 18 709
## 19 33,133
## 20 4,499
## 21 8,480
## 22 70,699
## 23 9,791
## 24 1,866
## 25 70
## 26 1,148
## 27 1,818
## 28 142
## 29 244
## 30 457
## 31 21,652
## 32 635
## 33 2,368
## 34 336
## 35 2,829
## 36 9,546
## 37 1,042
## 38 1,474
## 39 5,429
## 40 27,171
## 41 107
## 42 4,419
## 43 3,851
## 44 8,865
## 45 4,976
## 46 1,269
## 47 353
## 48 2,702
## 49 1,355
## 50 4,717
## 51 2,335
## 52 199
## 53 2,349
## 54 1,075
## 55 2,338
## 56 236
## 57 50
## 58 1,930
## 59 748
## 60 4,438
## 61 6,033
## 62 1,995
## 63 30,013
## 64 3,054## structure.c.2L..3L..8L..4L..6L..7L..9L..11L..13L..14L..15L..16L..
## 1 Alamosa County
## 2 Arapahoe County
## 3 Broomfield County
## 4 Archuleta County
## 5 Bent County
## 6 Boulder County
## 7 Chaffee County
## 8 Clear Creek County
## 9 Costilla County
## 10 Crowley County
## 11 Custer County
## 12 Delta County
## 13 Denver County
## 14 Dolores County
## 15 Douglas County
## 16 Eagle County
## 17 Elbert County
## 18 El Paso County
## 19 Fremont County
## 20 Garfield County
## 21 Gilpin County
## 22 Grand County
## 23 Gunnison County
## 24 Hinsdale County
## 25 Huerfano County
## 26 Jackson County
## 27 Kiowa County
## 28 Lake County
## 29 Las Animas County
## 30 Lincoln County
## 31 Logan County
## 32 Mesa County
## 33 Moffat County
## 34 Morgan County
## 35 Ouray County
## 36 Park County
## 37 Phillips County
## 38 Pitkin County
## 39 Pueblo County
## 40 Rio Blanco County
## 41 Rio Grande County
## 42 Routt County
## 43 San Juan County
## 44 San Miguel County
## 45 Sedgwick County
## 46 Summit County
## 47 Teller County
## 48 Washington County
## 49 Weld County
## 50 Yuma County
## 51 Adams County
## 52 Montezuma County
## 53 Baca County
## 54 Cheyenne County
## 55 Conejos County
## 56 Jefferson County
## 57 Kit Carson County
## 58 La Plata County
## 59 Larimer County
## 60 Mineral County
## 61 Montrose County
## 62 Otero County
## 63 Prowers County
## 64 Saguache County
## coloradoVotingResults$votes_dem coloradoVotingResults$votes_gop
## 1 86471 73807
## 2 3168 3031
## 3 148365 109638
## 4 2489 4234
## 5 278 1716
## 6 581 1166
## 7 124715 38766
## 8 19530 14272
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## 1 15445
## 2 572003
## 3 55889
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## coloradoVotingResults$diff
## 1 12,664
## 2 137
## 3 38,727
## 4 1,745
## 5 1,438
## 6 585
## 7 85,949
## 8 5,258
## 9 510
## 10 778
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## 12 132
## 13 528
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## 29 244
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## 31 21,652
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## 57 50
## 58 1,930
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## 60 4,438
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## 63 30,013
## 64 3,054## connecticutVotingResults$votes_dem
## 1 238723
## 2 233789
## 3 39836
## 4 45306
## 5 203601
## 6 62951
## 7 38450
## 8 21776## connecticutVotingResults$votes_gop
## 1 155457
## 2 147912
## 3 53376
## 4 38847
## 5 158373
## 6 54574
## 7 33989
## 8 25738## connecticutVotingResults$diff
## 1 83,266
## 2 85,877
## 3 13,540
## 4 6,459
## 5 45,228
## 6 8,377
## 7 4,461
## 8 3,962## structure.1.8...Label...c..Fairfield.County....Hartford.County...
## 1 Fairfield County
## 2 Hartford County
## 3 Litchfield County
## 4 Middlesex County
## 5 New Haven County
## 6 New London County
## 7 Tolland County
## 8 Windham County
## connecticutVotingResults$votes_dem connecticutVotingResults$votes_gop
## 1 238723 155457
## 2 233789 147912
## 3 39836 53376
## 4 45306 38847
## 5 203601 158373
## 6 62951 54574
## 7 38450 33989
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## c.916829L..894014L..189927L..165676L..862477L..274055L..152691L..
## 1 916829
## 2 894014
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## 5 862477
## 6 274055
## 7 152691
## 8 118428
## connecticutVotingResults$diff
## 1 83,266
## 2 85,877
## 3 13,540
## 4 6,459
## 5 45,228
## 6 8,377
## 7 4,461
## 8 3,962## delawareVotingResults$votes_dem
## 1 33347
## 2 162905
## 3 39329## delawareVotingResults$votes_gop
## 1 36989
## 2 85507
## 3 62607## delawareVotingResults$diff
## 1 3,642
## 2 77,398
## 3 23,278## structure.1.3...Label...c..Kent.County....New.Castle.County...
## 1 Kent County
## 2 New Castle County
## 3 Sussex County
## delawareVotingResults$votes_dem delawareVotingResults$votes_gop
## 1 33347 36989
## 2 162905 85507
## 3 39329 62607
## c.162310L..538479L..197145L. delawareVotingResults$diff
## 1 162310 3,642
## 2 538479 77,398
## 3 197145 23,278## floridaVotingResults$votes_dem
## 1 75370
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## 67 2261## floridaVotingResults$votes_gop
## 1 46584
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## 4 8913
## 5 181620
## 6 258521
## 7 4647
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## 67 8630## floridaVotingResults$diff
## 1 28,786
## 2 8,182
## 3 40,321
## 4 5,989
## 5 62,095
## 6 288,435
## 7 3,411
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## 28 40,494
## 29 6,624
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## 66 18,834
## 67 6,369## structure.c.49L..4L..13L..18L..47L..14L..19L..62L..9L..34L..44L..
## 1 Osceola County
## 2 Bradford County
## 3 DeSoto County
## 4 Franklin County
## 5 Okeechobee County
## 6 Dixie County
## 7 Gadsden County
## 8 Taylor County
## 9 Citrus County
## 10 Lake County
## 11 Monroe County
## 12 Union County
## 13 Gilchrist County
## 14 Collier County
## 15 Lee County
## 16 Miami-Dade County
## 17 Pasco County
## 18 Bay County
## 19 Brevard County
## 20 Hendry County
## 21 Holmes County
## 22 Jefferson County
## 23 Seminole County
## 24 Duval County
## 25 Liberty County
## 26 Nassau County
## 27 Polk County
## 28 Suwannee County
## 29 Washington County
## 30 Hardee County
## 31 Volusia County
## 32 Baker County
## 33 Highlands County
## 34 Madison County
## 35 Charlotte County
## 36 Escambia County
## 37 Calhoun County
## 38 Columbia County
## 39 Glades County
## 40 Hamilton County
## 41 Hillsborough County
## 42 Jackson County
## 43 Marion County
## 44 Martin County
## 45 Palm Beach County
## 46 Pinellas County
## 47 Sumter County
## 48 Wakulla County
## 49 Gulf County
## 50 Levy County
## 51 Putnam County
## 52 Santa Rosa County
## 53 Walton County
## 54 Flagler County
## 55 Clay County
## 56 St. Lucie County
## 57 Broward County
## 58 Orange County
## 59 St. Johns County
## 60 Alachua County
## 61 Hernando County
## 62 Indian River County
## 63 Lafayette County
## 64 Manatee County
## 65 Okaloosa County
## 66 Leon County
## 67 Sarasota County
## floridaVotingResults$votes_dem floridaVotingResults$votes_gop
## 1 75370 46584
## 2 2112 10294
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## floridaVotingResults$diff
## 1 28,786
## 2 8,182
## 3 40,321
## 4 5,989
## 5 62,095
## 6 288,435
## 7 3,411
## 8 26,775
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## 67 6,369## georgiaVotingResults$votes_dem
## 1 1434
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## 159 2015## georgiaVotingResults$votes_gop
## 1 5492
## 2 1873
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## 159 6144## georgiaVotingResults$diff
## 1 4,058
## 2 1,177
## 3 2,749
## 4 125
## 5 274
## 6 5,446
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## 159 4,129## structure.c.1L..2L..3L..4L..5L..7L..8L..9L..10L..11L..12L..13L..
## 1 Appling County
## 2 Atkinson County
## 3 Bacon County
## 4 Baker County
## 5 Baldwin County
## 6 Barrow County
## 7 Bartow County
## 8 Ben Hill County
## 9 Berrien County
## 10 Bibb County
## 11 Bleckley County
## 12 Brantley County
## 13 Bryan County
## 14 Bulloch County
## 15 Burke County
## 16 Butts County
## 17 Carroll County
## 18 Catoosa County
## 19 Charlton County
## 20 Chatham County
## 21 Chattooga County
## 22 Cherokee County
## 23 Clarke County
## 24 Clinch County
## 25 Cobb County
## 26 Columbia County
## 27 Cook County
## 28 Coweta County
## 29 Crisp County
## 30 Dade County
## 31 Decatur County
## 32 DeKalb County
## 33 Dodge County
## 34 Dooly County
## 35 Dougherty County
## 36 Douglas County
## 37 Early County
## 38 Effingham County
## 39 Emanuel County
## 40 Evans County
## 41 Fannin County
## 42 Fayette County
## 43 Floyd County
## 44 Forsyth County
## 45 Gilmer County
## 46 Glascock County
## 47 Glynn County
## 48 Gordon County
## 49 Grady County
## 50 Greene County
## 51 Gwinnett County
## 52 Habersham County
## 53 Hall County
## 54 Hancock County
## 55 Harris County
## 56 Hart County
## 57 Henry County
## 58 Houston County
## 59 Irwin County
## 60 Jackson County
## 61 Jasper County
## 62 Jeff Davis County
## 63 Johnson County
## 64 Jones County
## 65 Lanier County
## 66 Laurens County
## 67 Liberty County
## 68 Lincoln County
## 69 Long County
## 70 Lowndes County
## 71 Lumpkin County
## 72 McIntosh County
## 73 Macon County
## 74 Madison County
## 75 Marion County
## 76 Meriwether County
## 77 Miller County
## 78 Mitchell County
## 79 Monroe County
## 80 Morgan County
## 81 Murray County
## 82 Muscogee County
## 83 Oconee County
## 84 Paulding County
## 85 Peach County
## 86 Pickens County
## 87 Pierce County
## 88 Pike County
## 89 Polk County
## 90 Pulaski County
## 91 Putnam County
## 92 Quitman County
## 93 Rabun County
## 94 Randolph County
## 95 Richmond County
## 96 Schley County
## 97 Screven County
## 98 Spalding County
## 99 Stephens County
## 100 Stewart County
## 101 Sumter County
## 102 Talbot County
## 103 Taliaferro County
## 104 Taylor County
## 105 Telfair County
## 106 Thomas County
## 107 Toombs County
## 108 Towns County
## 109 Treutlen County
## 110 Troup County
## 111 Turner County
## 112 Twiggs County
## 113 Upson County
## 114 Warren County
## 115 Washington County
## 116 Wayne County
## 117 Wheeler County
## 118 White County
## 119 Whitfield County
## 120 Wilcox County
## 121 Wilkes County
## 122 Wilkinson County
## 123 Worth County
## 124 Coffee County
## 125 Crawford County
## 126 Franklin County
## 127 Haralson County
## 128 Jefferson County
## 129 Jenkins County
## 130 Newton County
## 131 Oglethorpe County
## 132 Seminole County
## 133 Tattnall County
## 134 Terrell County
## 135 Union County
## 136 Walton County
## 137 Banks County
## 138 Brooks County
## 139 Calhoun County
## 140 Camden County
## 141 Candler County
## 142 Chattahoochee County
## 143 Clay County
## 144 Clayton County
## 145 Colquitt County
## 146 Dawson County
## 147 Echols County
## 148 Elbert County
## 149 Fulton County
## 150 Heard County
## 151 Lamar County
## 152 Lee County
## 153 McDuffie County
## 154 Montgomery County
## 155 Rockdale County
## 156 Tift County
## 157 Walker County
## 158 Ware County
## 159 Webster County
## georgiaVotingResults$votes_dem georgiaVotingResults$votes_gop
## 1 1434 5492
## 2 696 1873
## 3 607 3356
## 4 650 775
## 5 7965 7691
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## 1 18236
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## georgiaVotingResults$diff
## 1 4,058
## 2 1,177
## 3 2,749
## 4 125
## 5 274
## 6 5,446
## 7 14,525
## 8 21,675
## 9 1,636
## 10 4,367
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## 150 49
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## 154 8,079
## 155 13,589
## 156 1,244
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## 158 439
## 159 4,129## idahoVotingResults$votes_dem
## 1 75676
## 2 415
## 3 10342
## 4 255
## 5 780
## 6 2924
## 7 6416
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## 10 8930
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## 17 44
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## 37 591
## 38 892
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## 41 2157
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## 44 776## idahoVotingResults$votes_gop
## 1 93748
## 2 1556
## 3 17180
## 4 2203
## 5 3101
## 6 10907
## 7 3340
## 8 2673
## 9 10220
## 10 26699
## 11 3789
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## 13 410
## 14 46755
## 15 2275
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## 20 5816
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## 36 1531
## 37 3052
## 38 4306
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## 40 3297
## 41 2161
## 42 21063
## 43 2906
## 44 3283## idahoVotingResults$diff
## 1 18,072
## 2 1,141
## 3 6,838
## 4 1,948
## 5 2,321
## 6 7,983
## 7 3,076
## 8 1,896
## 9 5,080
## 10 17,769
## 11 2,856
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## 13 300
## 14 30,072
## 15 2,004
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## 18 2,148
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## 38 3,414
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## 40 1,913
## 41 4
## 42 14,219
## 43 993
## 44 2,507## structure.c.2L..3L..4L..5L..6L..7L..8L..10L..11L..13L..15L..16L..
## 1 Adams County
## 2 Bannock County
## 3 Bear Lake County
## 4 Benewah County
## 5 Bingham County
## 6 Blaine County
## 7 Boise County
## 8 Bonneville County
## 9 Boundary County
## 10 Camas County
## 11 Caribou County
## 12 Cassia County
## 13 Clark County
## 14 Custer County
## 15 Elmore County
## 16 Franklin County
## 17 Gooding County
## 18 Idaho County
## 19 Jefferson County
## 20 Jerome County
## 21 Kootenai County
## 22 Lemhi County
## 23 Lewis County
## 24 Lincoln County
## 25 Minidoka County
## 26 Nez Perce County
## 27 Owyhee County
## 28 Payette County
## 29 Power County
## 30 Shoshone County
## 31 Teton County
## 32 Twin Falls County
## 33 Ada County
## 34 Fremont County
## 35 Gem County
## 36 Madison County
## 37 Washington County
## 38 Bonner County
## 39 Butte County
## 40 Canyon County
## 41 Clearwater County
## 42 Latah County
## 43 Oneida County
## 44 Valley County
## idahoVotingResults$votes_dem idahoVotingResults$votes_gop
## 1 75676 93748
## 2 415 1556
## 3 10342 17180
## 4 255 2203
## 5 780 3101
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## 7 6416 3340
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## 1 3976
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## idahoVotingResults$diff
## 1 18,072
## 2 1,141
## 3 6,838
## 4 1,948
## 5 2,321
## 6 7,983
## 7 3,076
## 8 1,896
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## 39 967
## 40 1,913
## 41 4
## 42 14,219
## 43 993
## 44 2,507## illinoisVotingResults$votes_dem
## 1 7633
## 2 1262
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## 102 5068## illinoisVotingResults$votes_gop
## 1 22732
## 2 1496
## 3 4884
## 4 12261
## 5 1776
## 6 9264
## 7 1719
## 8 4428
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## 10 33235
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## 94 4267
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## 98 12597
## 99 129726
## 100 21503
## 101 53922
## 102 13180## illinoisVotingResults$diff
## 1 15,099
## 2 234
## 3 2,818
## 4 3,309
## 5 1,301
## 6 3,254
## 7 980
## 8 1,991
## 9 1,599
## 10 16,459
## 11 6,540
## 12 3,747
## 13 3,995
## 14 8,455
## 15 5,700
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## 22 58,144
## 23 3,856
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## 25 10,542
## 26 5,549
## 27 3,064
## 28 8,390
## 29 2,364
## 30 1,286
## 31 2,937
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## 33 2,405
## 34 3,969
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## 36 1,002
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## 38 7,232
## 39 730
## 40 3,049
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## 42 5,064
## 43 1,661
## 44 3,509
## 45 17,302
## 46 6,173
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## 48 719
## 49 59,578
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## 62 1,511
## 63 11,290
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## 67 7,092
## 68 5,126
## 69 4,367
## 70 2,977
## 71 6,319
## 72 2,137
## 73 4,383
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## 75 4,337
## 76 1,304
## 77 766
## 78 619
## 79 6,571
## 80 4,157
## 81 5,289
## 82 5,697
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## 85 1,437
## 86 5,930
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## 88 1,029
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## 93 2,893
## 94 1,284
## 95 4,120
## 96 5,915
## 97 4,227
## 98 1,592
## 99 16,504
## 100 12,964
## 101 1,327
## 102 8,112## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..10L..11L..12L..13L..
## 1 Adams County
## 2 Alexander County
## 3 Bond County
## 4 Boone County
## 5 Brown County
## 6 Bureau County
## 7 Calhoun County
## 8 Carroll County
## 9 Champaign County
## 10 Christian County
## 11 Clark County
## 12 Clay County
## 13 Coles County
## 14 Crawford County
## 15 Cumberland County
## 16 DeKalb County
## 17 De Witt County
## 18 Douglas County
## 19 DuPage County
## 20 Edwards County
## 21 Effingham County
## 22 Fayette County
## 23 Fulton County
## 24 Greene County
## 25 Grundy County
## 26 Hamilton County
## 27 Hancock County
## 28 Hardin County
## 29 Henderson County
## 30 Henry County
## 31 Iroquois County
## 32 Jackson County
## 33 Jasper County
## 34 Jersey County
## 35 Jo Daviess County
## 36 Johnson County
## 37 Kane County
## 38 Kankakee County
## 39 Kendall County
## 40 Knox County
## 41 Lake County
## 42 Lawrence County
## 43 Lee County
## 44 Logan County
## 45 McHenry County
## 46 McLean County
## 47 Macon County
## 48 Macoupin County
## 49 Madison County
## 50 Massac County
## 51 Menard County
## 52 Mercer County
## 53 Monroe County
## 54 Montgomery County
## 55 Morgan County
## 56 Ogle County
## 57 Peoria County
## 58 Perry County
## 59 Pike County
## 60 Pope County
## 61 Putnam County
## 62 Randolph County
## 63 Rock Island County
## 64 St. Clair County
## 65 Saline County
## 66 Sangamon County
## 67 Schuyler County
## 68 Scott County
## 69 Tazewell County
## 70 Vermilion County
## 71 Wabash County
## 72 Warren County
## 73 Washington County
## 74 Wayne County
## 75 Whiteside County
## 76 Will County
## 77 Williamson County
## 78 Woodford County
## 79 Cook County
## 80 Ford County
## 81 Marshall County
## 82 Piatt County
## 83 Pulaski County
## 84 Shelby County
## 85 White County
## 86 Winnebago County
## 87 Cass County
## 88 Clinton County
## 89 Edgar County
## 90 Franklin County
## 91 Gallatin County
## 92 Jefferson County
## 93 LaSalle County
## 94 Livingston County
## 95 McDonough County
## 96 Marion County
## 97 Mason County
## 98 Moultrie County
## 99 Richland County
## 100 Stark County
## 101 Stephenson County
## 102 Union County
## illinoisVotingResults$votes_dem illinoisVotingResults$votes_gop
## 1 7633 22732
## 2 1262 1496
## 3 2066 4884
## 4 8952 12261
## 5 475 1776
## 6 6010 9264
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## 1 67103
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## 97 14666
## 98 14846
## 99 16233
## 100 5994
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## illinoisVotingResults$diff
## 1 15,099
## 2 234
## 3 2,818
## 4 3,309
## 5 1,301
## 6 3,254
## 7 980
## 8 1,991
## 9 1,599
## 10 16,459
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## 13 3,995
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## 16 1,088,369
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## 96 5,915
## 97 4,227
## 98 1,592
## 99 16,504
## 100 12,964
## 101 1,327
## 102 8,112## indianaVotingResults$votes_dem
## 1 2802
## 2 55222
## 3 9841
## 4 860
## 5 1243
## 6 10181
## 7 2518
## 8 1891
## 9 3758
## 10 18791
## 11 2306
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## 13 1323
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## 91 2563
## 92 3379## indianaVotingResults$votes_gop
## 1 9642
## 2 83801
## 3 20637
## 4 2579
## 5 3349
## 6 19654
## 7 5015
## 8 6273
## 9 9697
## 10 30012
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## 13 3013
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## 15 18110
## 16 8488
## 17 12054
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## 20 41810
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## 89 16028
## 90 9999
## 91 6813
## 92 11357## indianaVotingResults$diff
## 1 6,840
## 2 28,579
## 3 10,796
## 4 1,719
## 5 2,106
## 6 9,473
## 7 2,497
## 8 4,382
## 9 5,939
## 10 11,221
## 11 6,222
## 12 5,711
## 13 1,690
## 14 6,745
## 15 13,227
## 16 6,367
## 17 8,113
## 18 6,117
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## 20 21,143
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## 27 9,980
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## 29 30,085
## 30 16,149
## 31 8,217
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## 33 8,771
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## 35 8,143
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## 37 6,053
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## 41 28,138
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## 43 17,598
## 44 4,945
## 45 41,331
## 46 2,883
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## 90 7,414
## 91 4,250
## 92 7,978## structure.c.1L..2L..3L..6L..7L..9L..10L..12L..13L..14L..16L..
## 1 Adams County
## 2 Allen County
## 3 Bartholomew County
## 4 Boone County
## 5 Brown County
## 6 Cass County
## 7 Clark County
## 8 Clinton County
## 9 Crawford County
## 10 Daviess County
## 11 Decatur County
## 12 DeKalb County
## 13 Dubois County
## 14 Fayette County
## 15 Floyd County
## 16 Fountain County
## 17 Franklin County
## 18 Fulton County
## 19 Gibson County
## 20 Greene County
## 21 Hamilton County
## 22 Hancock County
## 23 Harrison County
## 24 Henry County
## 25 Howard County
## 26 Huntington County
## 27 Jackson County
## 28 Jasper County
## 29 Jefferson County
## 30 Jennings County
## 31 Knox County
## 32 LaGrange County
## 33 Lake County
## 34 LaPorte County
## 35 Lawrence County
## 36 Madison County
## 37 Marion County
## 38 Marshall County
## 39 Miami County
## 40 Monroe County
## 41 Montgomery County
## 42 Morgan County
## 43 Newton County
## 44 Noble County
## 45 Ohio County
## 46 Owen County
## 47 Perry County
## 48 Pike County
## 49 Posey County
## 50 Pulaski County
## 51 Putnam County
## 52 Randolph County
## 53 Rush County
## 54 Scott County
## 55 Shelby County
## 56 Spencer County
## 57 Starke County
## 58 Steuben County
## 59 Sullivan County
## 60 Switzerland County
## 61 Tippecanoe County
## 62 Tipton County
## 63 Vanderburgh County
## 64 Vigo County
## 65 Wabash County
## 66 Warrick County
## 67 Washington County
## 68 Wayne County
## 69 Clay County
## 70 Delaware County
## 71 Elkhart County
## 72 Grant County
## 73 Hendricks County
## 74 Johnson County
## 75 Orange County
## 76 Parke County
## 77 St. Joseph County
## 78 Benton County
## 79 Blackford County
## 80 Carroll County
## 81 Dearborn County
## 82 Jay County
## 83 Kosciusko County
## 84 Martin County
## 85 Porter County
## 86 Ripley County
## 87 Union County
## 88 Vermillion County
## 89 Warren County
## 90 Wells County
## 91 White County
## 92 Whitley County
## indianaVotingResults$votes_dem indianaVotingResults$votes_gop
## 1 2802 9642
## 2 55222 83801
## 3 9841 20637
## 4 860 2579
## 5 1243 3349
## 6 10181 19654
## 7 2518 5015
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## c.34387L..355329L..76794L..56640L..15242L..38966L..110232L..33224L..
## 1 34387
## 2 355329
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## 89 8508
## 90 27636
## 91 24643
## 92 33292
## indianaVotingResults$diff
## 1 6,840
## 2 28,579
## 3 10,796
## 4 1,719
## 5 2,106
## 6 9,473
## 7 2,497
## 8 4,382
## 9 5,939
## 10 11,221
## 11 6,222
## 12 5,711
## 13 1,690
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## 15 13,227
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## 17 8,113
## 18 6,117
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## 20 21,143
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## 28 7,346
## 29 30,085
## 30 16,149
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## 91 4,250
## 92 7,978## iowaVotingResults$votes_dem
## 1 1127
## 2 565
## 3 2409
## 4 1813
## 5 1079
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## 1 1,329
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## 99 1,900## structure.1.99...Label...c..Adair.County....Adams.County....Allamakee.County...
## 1 Adair County
## 2 Adams County
## 3 Allamakee County
## 4 Appanoose County
## 5 Audubon County
## 6 Benton County
## 7 Black Hawk County
## 8 Boone County
## 9 Bremer County
## 10 Buchanan County
## 11 Buena Vista County
## 12 Butler County
## 13 Calhoun County
## 14 Carroll County
## 15 Cass County
## 16 Cedar County
## 17 Cerro Gordo County
## 18 Cherokee County
## 19 Chickasaw County
## 20 Clarke County
## 21 Clay County
## 22 Clayton County
## 23 Clinton County
## 24 Crawford County
## 25 Dallas County
## 26 Davis County
## 27 Decatur County
## 28 Delaware County
## 29 Des Moines County
## 30 Dickinson County
## 31 Dubuque County
## 32 Emmet County
## 33 Fayette County
## 34 Floyd County
## 35 Franklin County
## 36 Fremont County
## 37 Greene County
## 38 Grundy County
## 39 Guthrie County
## 40 Hamilton County
## 41 Hancock County
## 42 Hardin County
## 43 Harrison County
## 44 Henry County
## 45 Howard County
## 46 Humboldt County
## 47 Ida County
## 48 Iowa County
## 49 Jackson County
## 50 Jasper County
## 51 Jefferson County
## 52 Johnson County
## 53 Jones County
## 54 Keokuk County
## 55 Kossuth County
## 56 Lee County
## 57 Linn County
## 58 Louisa County
## 59 Lucas County
## 60 Lyon County
## 61 Madison County
## 62 Mahaska County
## 63 Marion County
## 64 Marshall County
## 65 Mills County
## 66 Mitchell County
## 67 Monona County
## 68 Monroe County
## 69 Montgomery County
## 70 Muscatine County
## 71 O'Brien County
## 72 Osceola County
## 73 Page County
## 74 Palo Alto County
## 75 Plymouth County
## 76 Pocahontas County
## 77 Polk County
## 78 Pottawattamie County
## 79 Poweshiek County
## 80 Ringgold County
## 81 Sac County
## 82 Scott County
## 83 Shelby County
## 84 Sioux County
## 85 Story County
## 86 Tama County
## 87 Taylor County
## 88 Union County
## 89 Van Buren County
## 90 Wapello County
## 91 Warren County
## 92 Washington County
## 93 Wayne County
## 94 Webster County
## 95 Winnebago County
## 96 Winneshiek County
## 97 Woodbury County
## 98 Worth County
## 99 Wright County
## iowaVotingResults$votes_dem iowaVotingResults$votes_gop
## 1 1127 2456
## 2 565 1393
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## iowaVotingResults$diff
## 1 1,329
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## 1 Allen County
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## 4 Barber County
## 5 Barton County
## 6 Bourbon County
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## 9 Chase County
## 10 Chautauqua County
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## 12 Cheyenne County
## 13 Clark County
## 14 Clay County
## 15 Cloud County
## 16 Coffey County
## 17 Comanche County
## 18 Cowley County
## 19 Crawford County
## 20 Dickinson County
## 21 Doniphan County
## 22 Douglas County
## 23 Edwards County
## 24 Elk County
## 25 Ellis County
## 26 Ellsworth County
## 27 Ford County
## 28 Geary County
## 29 Grant County
## 30 Gray County
## 31 Hamilton County
## 32 Harper County
## 33 Harvey County
## 34 Haskell County
## 35 Hodgeman County
## 36 Jackson County
## 37 Jewell County
## 38 Kingman County
## 39 Labette County
## 40 Lane County
## 41 Leavenworth County
## 42 Lincoln County
## 43 Linn County
## 44 Logan County
## 45 Lyon County
## 46 Marion County
## 47 Marshall County
## 48 Miami County
## 49 Mitchell County
## 50 Morton County
## 51 Neosho County
## 52 Ness County
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## 56 Ottawa County
## 57 Pawnee County
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## 59 Pottawatomie County
## 60 Pratt County
## 61 Reno County
## 62 Rice County
## 63 Rooks County
## 64 Saline County
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## 67 Seward County
## 68 Sheridan County
## 69 Sherman County
## 70 Smith County
## 71 Stanton County
## 72 Sumner County
## 73 Wabaunsee County
## 74 Wichita County
## 75 Wyandotte County
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## 81 Morris County
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## 84 Stevens County
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## 88 Gove County
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## 91 Kearny County
## 92 Kiowa County
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## 94 Meade County
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## 96 Rawlins County
## 97 Republic County
## 98 Riley County
## 99 Rush County
## 100 Russell County
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## 102 Trego County
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## 76 36776
## 77 2597
## 78 6689
## 79 544179
## 80 35471
## 81 5923
## 82 177934
## 83 4437
## 84 5724
## 85 9409
## 86 2961
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## 88 2695
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## 90 19126
## 91 3977
## 92 2553
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## 96 2519
## 97 4980
## 98 71115
## 99 3307
## 100 6970
## 101 7900
## 102 3001
## 103 1485
## 104 5799
## 105 3309
## kansasVotingResults$diff
## 1 2,177
## 2 1,721
## 3 2,031
## 4 1,541
## 5 5,943
## 6 3,008
## 7 2,011
## 8 12,292
## 9 651
## 10 1,316
## 11 4,058
## 12 984
## 13 695
## 14 2,166
## 15 2,112
## 16 2,271
## 17 603
## 18 4,580
## 19 3,330
## 20 1,042
## 21 4,323
## 22 2,017
## 23 15,781
## 24 825
## 25 888
## 26 5,642
## 27 1,418
## 28 3,149
## 29 2,962
## 30 4,196
## 31 1,547
## 32 978
## 33 828
## 34 1,328
## 35 1,394
## 36 440
## 37 1,662
## 38 576
## 39 1,562
## 40 3,497
## 41 783
## 42 721
## 43 2,399
## 44 2,629
## 45 1,024
## 46 7,583
## 47 824
## 48 1,913
## 49 744
## 50 2,998
## 51 580
## 52 7,323
## 53 954
## 54 2,656
## 55 975
## 56 1,898
## 57 2,751
## 58 2,190
## 59 5,224
## 60 1,184
## 61 5,890
## 62 1,747
## 63 5,909
## 64 1,204
## 65 825
## 66 3,352
## 67 2,876
## 68 1,056
## 69 1,531
## 70 2,983
## 71 1,206
## 72 1,837
## 73 1,305
## 74 1,904
## 75 5,260
## 76 2,055
## 77 1,049
## 78 8,430
## 79 1,623
## 80 1,984
## 81 925
## 82 1,726
## 83 950
## 84 2,090
## 85 7,283
## 86 1,600
## 87 34,603
## 88 1,534
## 89 2,079
## 90 1,060
## 91 1,703
## 92 1,340
## 93 1,182
## 94 448
## 95 1,349
## 96 4,805
## 97 2,365
## 98 1,018
## 99 1,585
## 100 666
## 101 1,758
## 102 626
## 103 2,197
## 104 793
## 105 13,826## kentuckyVotingResults$votes_dem
## 1 1323
## 2 1349
## 3 2634
## 4 816
## 5 4275
## 6 1361
## 7 1720
## 8 15026
## 9 2791
## 10 6021
## 11 4281
## 12 705
## 13 1537
## 14 1960
## 15 8255
## 16 947
## 17 1260
## 18 4749
## 19 14658
## 20 432
## 21 1106
## 22 2276
## 23 767
## 24 7188
## 25 4706
## 26 752
## 27 547
## 28 617
## 29 459
## 30 14163
## 31 979
## 32 740
## 33 1108
## 34 69776
## 35 1348
## 36 4015
## 37 10717
## 38 774
## 39 749
## 40 1453
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## 42 3308
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## 47 13944
## 48 1372
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## 50 1730
## 51 6707
## 52 1828
## 53 449
## 54 4310
## 55 482
## 56 190824
## 57 6144
## 58 1250
## 59 24213
## 60 1245
## 61 1761
## 62 1278
## 63 3440
## 64 1045
## 65 444
## 66 400
## 67 1542
## 68 785
## 69 1865
## 70 887
## 71 2755
## 72 1045
## 73 11793
## 74 1172
## 75 2679
## 76 3672
## 77 363
## 78 1970
## 79 9134
## 80 664
## 81 988
## 82 3026
## 83 700
## 84 2395
## 85 976
## 86 601
## 87 3158
## 88 1006
## 89 3272
## 90 6434
## 91 787
## 92 2080
## 93 10268
## 94 1062
## 95 256
## 96 1164
## 97 2136
## 98 4277
## 99 1272
## 100 4208
## 101 222
## 102 915
## 103 3295
## 104 1093
## 105 7713
## 106 6276
## 107 2144
## 108 1921
## 109 2553
## 110 1042
## 111 1587
## 112 879
## 113 1331
## 114 16966
## 115 1420
## 116 1431
## 117 1240
## 118 2067
## 119 753
## 120 4958## kentuckyVotingResults$votes_gop
## 1 6637
## 2 6466
## 3 8242
## 4 3161
## 5 13483
## 6 3082
## 7 7764
## 8 39082
## 9 5569
## 10 13591
## 11 8040
## 12 2711
## 13 3991
## 14 6484
## 15 26210
## 16 4428
## 17 4507
## 18 10367
## 19 25050
## 20 2094
## 21 2588
## 22 7587
## 23 5482
## 24 14108
## 25 10710
## 26 5861
## 27 3809
## 28 3290
## 29 2502
## 30 28907
## 31 4135
## 32 2000
## 33 4236
## 34 56890
## 35 4722
## 36 11993
## 37 11819
## 38 1549
## 39 2443
## 40 5904
## 41 7268
## 42 12671
## 43 8219
## 44 4372
## 45 11546
## 46 2788
## 47 26970
## 48 9129
## 49 5435
## 50 5320
## 51 12159
## 52 4944
## 53 1657
## 54 15277
## 55 4889
## 56 143758
## 57 15474
## 58 8043
## 59 42958
## 60 4357
## 61 9885
## 62 4799
## 63 20592
## 64 4816
## 65 2151
## 66 4015
## 67 7293
## 68 4363
## 69 7338
## 70 3570
## 71 7778
## 72 2789
## 73 23431
## 74 3824
## 75 5122
## 76 12322
## 77 3503
## 78 4944
## 79 20774
## 80 5012
## 81 3381
## 82 8660
## 83 2010
## 84 7740
## 85 3491
## 86 4278
## 87 7856
## 88 3628
## 89 9393
## 90 13430
## 91 1957
## 92 7942
## 93 20469
## 94 3745
## 95 1474
## 96 4604
## 97 8158
## 98 19740
## 99 3513
## 100 22900
## 101 759
## 102 5609
## 103 5174
## 104 6863
## 105 15052
## 106 13196
## 107 5077
## 108 7196
## 109 8320
## 110 3612
## 111 4928
## 112 2771
## 113 4701
## 114 28673
## 115 4013
## 116 6370
## 117 4397
## 118 11312
## 119 1804
## 120 7697## kentuckyVotingResults$diff
## 1 5,314
## 2 5,117
## 3 5,608
## 4 2,345
## 5 9,208
## 6 1,721
## 7 6,044
## 8 24,056
## 9 2,778
## 10 7,570
## 11 3,759
## 12 2,006
## 13 2,454
## 14 4,524
## 15 17,955
## 16 3,481
## 17 3,247
## 18 5,618
## 19 10,392
## 20 1,662
## 21 1,482
## 22 5,311
## 23 4,715
## 24 6,920
## 25 6,004
## 26 5,109
## 27 3,262
## 28 2,673
## 29 2,043
## 30 14,744
## 31 3,156
## 32 1,260
## 33 3,128
## 34 12,886
## 35 3,374
## 36 7,978
## 37 1,102
## 38 775
## 39 1,694
## 40 4,451
## 41 5,358
## 42 9,363
## 43 6,260
## 44 3,540
## 45 7,400
## 46 1,544
## 47 13,026
## 48 7,757
## 49 3,404
## 50 3,590
## 51 5,452
## 52 3,116
## 53 1,208
## 54 10,967
## 55 4,407
## 56 47,066
## 57 9,330
## 58 6,793
## 59 18,745
## 60 3,112
## 61 8,124
## 62 3,521
## 63 17,152
## 64 3,771
## 65 1,707
## 66 3,615
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## 68 3,578
## 69 5,473
## 70 2,683
## 71 5,023
## 72 1,744
## 73 11,638
## 74 2,652
## 75 2,443
## 76 8,650
## 77 3,140
## 78 2,974
## 79 11,640
## 80 4,348
## 81 2,393
## 82 5,634
## 83 1,310
## 84 5,345
## 85 2,515
## 86 3,677
## 87 4,698
## 88 2,622
## 89 6,121
## 90 6,996
## 91 1,170
## 92 5,862
## 93 10,201
## 94 2,683
## 95 1,218
## 96 3,440
## 97 6,022
## 98 15,463
## 99 2,241
## 100 18,692
## 101 537
## 102 4,694
## 103 1,879
## 104 5,770
## 105 7,339
## 106 6,920
## 107 2,933
## 108 5,275
## 109 5,767
## 110 2,570
## 111 3,341
## 112 1,892
## 113 3,370
## 114 11,707
## 115 2,593
## 116 4,939
## 117 3,157
## 118 9,245
## 119 1,051
## 120 2,739## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Adair County
## 2 Allen County
## 3 Anderson County
## 4 Ballard County
## 5 Barren County
## 6 Bath County
## 7 Bell County
## 8 Boone County
## 9 Bourbon County
## 10 Boyd County
## 11 Boyle County
## 12 Bracken County
## 13 Breathitt County
## 14 Breckinridge County
## 15 Bullitt County
## 16 Caldwell County
## 17 Campbell County
## 18 Carlisle County
## 19 Carroll County
## 20 Carter County
## 21 Casey County
## 22 Christian County
## 23 Clark County
## 24 Clay County
## 25 Crittenden County
## 26 Cumberland County
## 27 Daviess County
## 28 Elliott County
## 29 Estill County
## 30 Fayette County
## 31 Fleming County
## 32 Franklin County
## 33 Gallatin County
## 34 Garrard County
## 35 Grant County
## 36 Graves County
## 37 Grayson County
## 38 Greenup County
## 39 Hancock County
## 40 Hardin County
## 41 Harrison County
## 42 Hart County
## 43 Henderson County
## 44 Henry County
## 45 Hickman County
## 46 Hopkins County
## 47 Jackson County
## 48 Jessamine County
## 49 Johnson County
## 50 Knott County
## 51 Knox County
## 52 Larue County
## 53 Laurel County
## 54 Lee County
## 55 Letcher County
## 56 Lewis County
## 57 Logan County
## 58 Lyon County
## 59 McCracken County
## 60 McLean County
## 61 Madison County
## 62 Magoffin County
## 63 Martin County
## 64 Meade County
## 65 Menifee County
## 66 Metcalfe County
## 67 Monroe County
## 68 Montgomery County
## 69 Morgan County
## 70 Muhlenberg County
## 71 Nelson County
## 72 Nicholas County
## 73 Ohio County
## 74 Oldham County
## 75 Owen County
## 76 Owsley County
## 77 Pendleton County
## 78 Perry County
## 79 Powell County
## 80 Pulaski County
## 81 Rowan County
## 82 Russell County
## 83 Scott County
## 84 Shelby County
## 85 Simpson County
## 86 Taylor County
## 87 Trigg County
## 88 Warren County
## 89 Washington County
## 90 Wayne County
## 91 Webster County
## 92 Whitley County
## 93 Wolfe County
## 94 Woodford County
## 95 Clinton County
## 96 Jefferson County
## 97 McCreary County
## 98 Marion County
## 99 Mason County
## 100 Spencer County
## 101 Trimble County
## 102 Union County
## 103 Butler County
## 104 Calloway County
## 105 Edmonson County
## 106 Floyd County
## 107 Fulton County
## 108 Green County
## 109 Harlan County
## 110 Kenton County
## 111 Lawrence County
## 112 Leslie County
## 113 Lincoln County
## 114 Livingston County
## 115 Marshall County
## 116 Mercer County
## 117 Pike County
## 118 Robertson County
## 119 Rockcastle County
## 120 Todd County
## kentuckyVotingResults$votes_dem kentuckyVotingResults$votes_gop
## 1 1323 6637
## 2 1349 6466
## 3 2634 8242
## 4 816 3161
## 5 4275 13483
## 6 1361 3082
## 7 1720 7764
## 8 15026 39082
## 9 2791 5569
## 10 6021 13591
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## 13 1537 3991
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## 16 947 4428
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## 23 767 5482
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## 28 617 3290
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## 31 979 4135
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## 33 1108 4236
## 34 69776 56890
## 35 1348 4722
## 36 4015 11993
## 37 10717 11819
## 38 774 1549
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## 47 13944 26970
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## c.18656L..19956L..21421L..8249L..42173L..11591L..28691L..118811L..
## 1 18656
## 2 19956
## 3 21421
## 4 8249
## 5 42173
## 6 11591
## 7 28691
## 8 118811
## 9 19985
## 10 49542
## 11 28432
## 12 8488
## 13 13878
## 14 20059
## 15 74319
## 16 12984
## 17 90336
## 18 5104
## 19 10811
## 20 27720
## 21 15955
## 22 73955
## 23 35613
## 24 21730
## 25 9315
## 26 6856
## 27 96656
## 28 7852
## 29 14672
## 30 295803
## 31 14348
## 32 49285
## 33 8589
## 34 16912
## 35 24662
## 36 37121
## 37 25746
## 38 36910
## 39 8565
## 40 105543
## 41 18846
## 42 18199
## 43 46250
## 44 15416
## 45 4902
## 46 46920
## 47 13494
## 48 48586
## 49 23356
## 50 16346
## 51 31883
## 52 14193
## 53 58849
## 54 7887
## 55 24519
## 56 13870
## 57 26835
## 58 8314
## 59 65565
## 60 9531
## 61 82916
## 62 13333
## 63 12929
## 64 28602
## 65 6306
## 66 10099
## 67 10963
## 68 26499
## 69 13923
## 70 31499
## 71 43437
## 72 7135
## 73 23842
## 74 60316
## 75 10841
## 76 4755
## 77 14877
## 78 28712
## 79 12613
## 80 63063
## 81 23333
## 82 17565
## 83 47173
## 84 42074
## 85 17327
## 86 24512
## 87 14339
## 88 113792
## 89 11717
## 90 20813
## 91 13621
## 92 35637
## 93 7355
## 94 24939
## 95 10272
## 96 741096
## 97 18306
## 98 19820
## 99 17490
## 100 17061
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## 102 15007
## 103 12690
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## 105 12161
## 106 39451
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## 109 29278
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## 111 15860
## 112 11310
## 113 24742
## 114 9519
## 115 31448
## 116 21331
## 117 65024
## 118 2282
## 119 17056
## 120 12460
## kentuckyVotingResults$diff
## 1 5,314
## 2 5,117
## 3 5,608
## 4 2,345
## 5 9,208
## 6 1,721
## 7 6,044
## 8 24,056
## 9 2,778
## 10 7,570
## 11 3,759
## 12 2,006
## 13 2,454
## 14 4,524
## 15 17,955
## 16 3,481
## 17 3,247
## 18 5,618
## 19 10,392
## 20 1,662
## 21 1,482
## 22 5,311
## 23 4,715
## 24 6,920
## 25 6,004
## 26 5,109
## 27 3,262
## 28 2,673
## 29 2,043
## 30 14,744
## 31 3,156
## 32 1,260
## 33 3,128
## 34 12,886
## 35 3,374
## 36 7,978
## 37 1,102
## 38 775
## 39 1,694
## 40 4,451
## 41 5,358
## 42 9,363
## 43 6,260
## 44 3,540
## 45 7,400
## 46 1,544
## 47 13,026
## 48 7,757
## 49 3,404
## 50 3,590
## 51 5,452
## 52 3,116
## 53 1,208
## 54 10,967
## 55 4,407
## 56 47,066
## 57 9,330
## 58 6,793
## 59 18,745
## 60 3,112
## 61 8,124
## 62 3,521
## 63 17,152
## 64 3,771
## 65 1,707
## 66 3,615
## 67 5,751
## 68 3,578
## 69 5,473
## 70 2,683
## 71 5,023
## 72 1,744
## 73 11,638
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## 75 2,443
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## 79 11,640
## 80 4,348
## 81 2,393
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## 83 1,310
## 84 5,345
## 85 2,515
## 86 3,677
## 87 4,698
## 88 2,622
## 89 6,121
## 90 6,996
## 91 1,170
## 92 5,862
## 93 10,201
## 94 2,683
## 95 1,218
## 96 3,440
## 97 6,022
## 98 15,463
## 99 2,241
## 100 18,692
## 101 537
## 102 4,694
## 103 1,879
## 104 5,770
## 105 7,339
## 106 6,920
## 107 2,933
## 108 5,275
## 109 5,767
## 110 2,570
## 111 3,341
## 112 1,892
## 113 3,370
## 114 11,707
## 115 2,593
## 116 4,939
## 117 3,157
## 118 9,245
## 119 1,051
## 120 2,739## louisianaVotingResults$votes_dem
## 1 5638
## 2 2106
## 3 16471
## 4 3931
## 5 5032
## 6 2393
## 7 3129
## 8 12638
## 9 53448
## 10 26293
## 11 788
## 12 323
## 13 1322
## 14 2717
## 15 3272
## 16 5163
## 17 102711
## 18 1838
## 19 4235
## 20 4208
## 21 2506
## 22 1181
## 23 10698
## 24 8324
## 25 2139
## 26 73540
## 27 3080
## 28 32726
## 29 8423
## 30 605
## 31 7102
## 32 6950
## 33 2744
## 34 5155
## 35 7143
## 36 133833
## 37 24420
## 38 3347
## 39 4764
## 40 18318
## 41 1938
## 42 3157
## 43 1703
## 44 4957
## 45 8558
## 46 3353
## 47 6418
## 48 12658
## 49 17208
## 50 8266
## 51 8050
## 52 27716
## 53 16869
## 54 1329
## 55 10664
## 56 2691
## 57 4745
## 58 2665
## 59 5690
## 60 6259
## 61 5382
## 62 715
## 63 2247
## 64 1643## louisianaVotingResults$votes_gop
## 1 21159
## 2 6867
## 3 36135
## 4 6714
## 5 11163
## 6 12238
## 7 3756
## 8 35451
## 9 48977
## 10 54182
## 11 3822
## 12 3256
## 13 3479
## 14 3585
## 15 5474
## 16 8067
## 17 84620
## 18 1059
## 19 5569
## 20 10357
## 21 6514
## 22 7406
## 23 20903
## 24 7320
## 25 5169
## 26 100292
## 27 10775
## 28 68191
## 29 31958
## 30 5835
## 31 10761
## 32 48797
## 33 1927
## 34 6502
## 35 8965
## 36 24267
## 37 41712
## 38 6900
## 39 6789
## 40 36814
## 41 2391
## 42 6286
## 43 7877
## 44 10232
## 45 16620
## 46 2497
## 47 5456
## 48 7569
## 49 21966
## 50 16872
## 51 14353
## 52 90914
## 53 33933
## 54 1180
## 55 31900
## 56 7972
## 57 19807
## 58 13471
## 59 12552
## 60 11538
## 61 6926
## 62 3970
## 63 3390
## 64 4605## louisianaVotingResults$diff
## 1 15,521
## 2 4,761
## 3 19,664
## 4 2,783
## 5 6,131
## 6 9,845
## 7 627
## 8 22,813
## 9 4,471
## 10 27,889
## 11 3,034
## 12 2,933
## 13 2,157
## 14 868
## 15 2,202
## 16 2,904
## 17 18,091
## 18 779
## 19 1,334
## 20 6,149
## 21 4,008
## 22 6,225
## 23 10,205
## 24 1,004
## 25 3,030
## 26 26,752
## 27 7,695
## 28 35,465
## 29 23,535
## 30 5,230
## 31 3,659
## 32 41,847
## 33 817
## 34 1,347
## 35 1,822
## 36 109,566
## 37 17,292
## 38 3,553
## 39 2,025
## 40 18,496
## 41 453
## 42 3,129
## 43 6,174
## 44 5,275
## 45 8,062
## 46 856
## 47 962
## 48 5,089
## 49 4,758
## 50 8,606
## 51 6,303
## 52 63,198
## 53 17,064
## 54 149
## 55 21,236
## 56 5,281
## 57 15,062
## 58 10,806
## 59 6,862
## 60 5,279
## 61 1,544
## 62 3,255
## 63 1,143
## 64 2,962## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Acadia Parish
## 2 Allen Parish
## 3 Ascension Parish
## 4 Assumption Parish
## 5 Avoyelles Parish
## 6 Beauregard Parish
## 7 Bienville Parish
## 8 Bossier Parish
## 9 Caddo Parish
## 10 Calcasieu Parish
## 11 Caldwell Parish
## 12 Cameron Parish
## 13 Catahoula Parish
## 14 Claiborne Parish
## 15 Concordia Parish
## 16 De Soto Parish
## 17 East Baton Rouge Parish
## 18 East Carroll Parish
## 19 East Feliciana Parish
## 20 Evangeline Parish
## 21 Franklin Parish
## 22 Grant Parish
## 23 Iberia Parish
## 24 Iberville Parish
## 25 Jackson Parish
## 26 Jefferson Parish
## 27 Jefferson Davis Parish
## 28 Lafayette Parish
## 29 Lafourche Parish
## 30 La Salle Parish
## 31 Lincoln Parish
## 32 Livingston Parish
## 33 Madison Parish
## 34 Morehouse Parish
## 35 Natchitoches Parish
## 36 Orleans Parish
## 37 Ouachita Parish
## 38 Plaquemines Parish
## 39 Pointe Coupee Parish
## 40 Rapides Parish
## 41 Red River Parish
## 42 Richland Parish
## 43 Sabine Parish
## 44 St. Bernard Parish
## 45 St. Charles Parish
## 46 St. Helena Parish
## 47 St. James Parish
## 48 St. John the Baptist Parish
## 49 St. Landry Parish
## 50 St. Martin Parish
## 51 St. Mary Parish
## 52 St. Tammany Parish
## 53 Tangipahoa Parish
## 54 Tensas Parish
## 55 Terrebonne Parish
## 56 Union Parish
## 57 Vermilion Parish
## 58 Vernon Parish
## 59 Washington Parish
## 60 Webster Parish
## 61 West Baton Rouge Parish
## 62 West Carroll Parish
## 63 West Feliciana Parish
## 64 Winn Parish
## louisianaVotingResults$votes_dem louisianaVotingResults$votes_gop
## 1 5638 21159
## 2 2106 6867
## 3 16471 36135
## 4 3931 6714
## 5 5032 11163
## 6 2393 12238
## 7 3129 3756
## 8 12638 35451
## 9 53448 48977
## 10 26293 54182
## 11 788 3822
## 12 323 3256
## 13 1322 3479
## 14 2717 3585
## 15 3272 5474
## 16 5163 8067
## 17 102711 84620
## 18 1838 1059
## 19 4235 5569
## 20 4208 10357
## 21 2506 6514
## 22 1181 7406
## 23 10698 20903
## 24 8324 7320
## 25 2139 5169
## 26 73540 100292
## 27 3080 10775
## 28 32726 68191
## 29 8423 31958
## 30 605 5835
## 31 7102 10761
## 32 6950 48797
## 33 2744 1927
## 34 5155 6502
## 35 7143 8965
## 36 133833 24267
## 37 24420 41712
## 38 3347 6900
## 39 4764 6789
## 40 18318 36814
## 41 1938 2391
## 42 3157 6286
## 43 1703 7877
## 44 4957 10232
## 45 8558 16620
## 46 3353 2497
## 47 6418 5456
## 48 12658 7569
## 49 17208 21966
## 50 8266 16872
## 51 8050 14353
## 52 27716 90914
## 53 16869 33933
## 54 1329 1180
## 55 10664 31900
## 56 2691 7972
## 57 4745 19807
## 58 2665 13471
## 59 5690 12552
## 60 6259 11538
## 61 5382 6926
## 62 715 3970
## 63 2247 3390
## 64 1643 4605
## c.61773L..25764L..107215L..23421L..42073L..35654L..14353L..116979L..
## 1 61773
## 2 25764
## 3 107215
## 4 23421
## 5 42073
## 6 35654
## 7 14353
## 8 116979
## 9 254969
## 10 192768
## 11 10132
## 12 6839
## 13 10407
## 14 17195
## 15 20822
## 16 26656
## 17 440171
## 18 7759
## 19 20267
## 20 33984
## 21 20767
## 22 22309
## 23 73240
## 24 33387
## 25 16274
## 26 432552
## 27 31594
## 28 221578
## 29 96318
## 30 14890
## 31 46735
## 32 128026
## 33 12093
## 34 27979
## 35 39566
## 36 343829
## 37 153720
## 38 23042
## 39 22802
## 40 131613
## 41 9091
## 42 20725
## 43 24233
## 44 35897
## 45 52780
## 46 11203
## 47 22102
## 48 45924
## 49 83384
## 50 52160
## 51 54650
## 52 233740
## 53 121097
## 54 5252
## 55 111860
## 56 22721
## 57 57999
## 58 52334
## 59 47168
## 60 41207
## 61 23788
## 62 11604
## 63 15625
## 64 15313
## louisianaVotingResults$diff
## 1 15,521
## 2 4,761
## 3 19,664
## 4 2,783
## 5 6,131
## 6 9,845
## 7 627
## 8 22,813
## 9 4,471
## 10 27,889
## 11 3,034
## 12 2,933
## 13 2,157
## 14 868
## 15 2,202
## 16 2,904
## 17 18,091
## 18 779
## 19 1,334
## 20 6,149
## 21 4,008
## 22 6,225
## 23 10,205
## 24 1,004
## 25 3,030
## 26 26,752
## 27 7,695
## 28 35,465
## 29 23,535
## 30 5,230
## 31 3,659
## 32 41,847
## 33 817
## 34 1,347
## 35 1,822
## 36 109,566
## 37 17,292
## 38 3,553
## 39 2,025
## 40 18,496
## 41 453
## 42 3,129
## 43 6,174
## 44 5,275
## 45 8,062
## 46 856
## 47 962
## 48 5,089
## 49 4,758
## 50 8,606
## 51 6,303
## 52 63,198
## 53 17,064
## 54 149
## 55 21,236
## 56 5,281
## 57 15,062
## 58 10,806
## 59 6,862
## 60 5,279
## 61 1,544
## 62 3,255
## 63 1,143
## 64 2,962## maineVotingResults$votes_dem
## 1 22975
## 2 13377
## 3 102935
## 4 7001
## 5 16107
## 6 29296
## 7 12440
## 8 10241
## 9 12172
## 10 32832
## 11 3098
## 12 10679
## 13 9092
## 14 10442
## 15 6358
## 16 55828## maineVotingResults$votes_gop
## 1 28189
## 2 19419
## 3 57697
## 4 7900
## 5 13682
## 6 31753
## 7 9148
## 8 9727
## 9 16214
## 10 41601
## 11 5403
## 12 9304
## 13 14998
## 14 10378
## 15 9037
## 16 50388## maineVotingResults$diff
## 1 5,214
## 2 6,042
## 3 45,238
## 4 899
## 5 2,425
## 6 2,457
## 7 3,292
## 8 514
## 9 4,042
## 10 8,769
## 11 2,305
## 12 1,375
## 13 5,906
## 14 64
## 15 2,679
## 16 5,440## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Androscoggin County
## 2 Aroostook County
## 3 Cumberland County
## 4 Franklin County
## 5 Hancock County
## 6 Kennebec County
## 7 Knox County
## 8 Lincoln County
## 9 Oxford County
## 10 Penobscot County
## 11 Piscataquis County
## 12 Sagadahoc County
## 13 Waldo County
## 14 Washington County
## 15 Somerset County
## 16 York County
## maineVotingResults$votes_dem maineVotingResults$votes_gop
## 1 22975 28189
## 2 13377 19419
## 3 102935 57697
## 4 7001 7900
## 5 16107 13682
## 6 29296 31753
## 7 12440 9148
## 8 10241 9727
## 9 12172 16214
## 10 32832 41601
## 11 3098 5403
## 12 10679 9304
## 13 9092 14998
## 14 10442 10378
## 15 6358 9037
## 16 55828 50388
## c.107702L..71870L..281674L..30768L..54418L..122151L..39736L..
## 1 107702
## 2 71870
## 3 281674
## 4 30768
## 5 54418
## 6 122151
## 7 39736
## 8 34457
## 9 57833
## 10 153923
## 11 17535
## 12 35293
## 13 38786
## 14 32856
## 15 52228
## 16 197131
## maineVotingResults$diff
## 1 5,214
## 2 6,042
## 3 45,238
## 4 899
## 5 2,425
## 6 2,457
## 7 3,292
## 8 514
## 9 4,042
## 10 8,769
## 11 2,305
## 12 1,375
## 13 5,906
## 14 64
## 15 2,679
## 16 5,440## marylandVotingResults$votes_dem
## 1 6665
## 2 116074
## 3 189437
## 4 178562
## 5 16669
## 6 3747
## 7 24314
## 8 12651
## 9 46063
## 10 5695
## 11 51891
## 12 2252
## 13 43803
## 14 93808
## 15 4178
## 16 309761
## 17 313627
## 18 7316
## 19 3484
## 20 15786
## 21 7865
## 22 19193
## 23 16327
## 24 8783## marylandVotingResults$votes_gop
## 1 20025
## 2 114509
## 3 131009
## 4 22726
## 5 24680
## 6 8999
## 7 55593
## 8 27579
## 9 24163
## 10 7938
## 11 56472
## 12 10189
## 13 74261
## 14 44792
## 15 4598
## 16 82985
## 17 29290
## 18 16211
## 19 5056
## 20 26889
## 21 10098
## 22 38842
## 23 20832
## 24 15910## marylandVotingResults$diff
## 1 13,360
## 2 1,565
## 3 58,428
## 4 155,836
## 5 8,011
## 6 5,252
## 7 31,279
## 8 14,928
## 9 21,900
## 10 2,243
## 11 4,581
## 12 7,937
## 13 30,458
## 14 49,016
## 15 420
## 16 226,776
## 17 284,337
## 18 8,895
## 19 1,572
## 20 11,103
## 21 2,233
## 22 19,649
## 23 4,505
## 24 7,127## structure.c.1L..2L..4L..5L..6L..7L..8L..9L..10L..11L..12L..13L..
## 1 Allegany County
## 2 Anne Arundel County
## 3 Baltimore County
## 4 Calvert County
## 5 Caroline County
## 6 Carroll County
## 7 Cecil County
## 8 Charles County
## 9 Dorchester County
## 10 Frederick County
## 11 Garrett County
## 12 Harford County
## 13 Howard County
## 14 Kent County
## 15 Montgomery County
## 16 Prince George's County
## 17 Queen Anne's County
## 18 St. Mary's County
## 19 Somerset County
## 20 Talbot County
## 21 Washington County
## 22 Wicomico County
## 23 Worcester County
## 24 Baltimore city
## marylandVotingResults$votes_dem marylandVotingResults$votes_gop
## 1 6665 20025
## 2 116074 114509
## 3 189437 131009
## 4 178562 22726
## 5 16669 24680
## 6 3747 8999
## 7 24314 55593
## 8 12651 27579
## 9 46063 24163
## 10 5695 7938
## 11 51891 56472
## 12 2252 10189
## 13 43803 74261
## 14 93808 44792
## 15 4178 4598
## 16 309761 82985
## 17 313627 29290
## 18 7316 16211
## 19 3484 5056
## 20 15786 26889
## 21 7865 10098
## 22 19193 38842
## 23 16327 20832
## 24 8783 15910
## c.75087L..537656L..805029L..88737L..33066L..167134L..101108L..
## 1 75087
## 2 537656
## 3 805029
## 4 88737
## 5 33066
## 6 167134
## 7 101108
## 8 146551
## 9 32618
## 10 233385
## 11 30097
## 12 244826
## 13 287085
## 14 20197
## 15 971777
## 16 863420
## 17 47798
## 18 105151
## 19 26470
## 20 37782
## 21 147430
## 22 98733
## 23 51454
## 24 620961
## marylandVotingResults$diff
## 1 13,360
## 2 1,565
## 3 58,428
## 4 155,836
## 5 8,011
## 6 5,252
## 7 31,279
## 8 14,928
## 9 21,900
## 10 2,243
## 11 4,581
## 12 7,937
## 13 30,458
## 14 49,016
## 15 420
## 16 226,776
## 17 284,337
## 18 8,895
## 19 1,572
## 20 11,103
## 21 2,233
## 22 19,649
## 23 4,505
## 24 7,127## massachussettsVotingResults$votes_dem
## 1 71632
## 2 43540
## 3 127619
## 4 8338
## 5 220027
## 6 24369
## 7 110313
## 8 54572
## 9 508919
## 10 4144
## 11 219129
## 12 133828
## 13 241212
## 14 197126## massachussettsVotingResults$votes_gop
## 1 53842
## 2 16799
## 3 104775
## 4 2474
## 5 135405
## 6 10327
## 7 78230
## 8 22089
## 9 216163
## 10 1892
## 11 119171
## 12 114722
## 13 50042
## 14 157138## massachussettsVotingResults$diff
## 1 17,790
## 2 26,741
## 3 22,844
## 4 5,864
## 5 84,622
## 6 14,042
## 7 32,083
## 8 32,483
## 9 292,756
## 10 2,252
## 11 99,958
## 12 19,106
## 13 191,170
## 14 39,988## structure.1.14...Label...c..Barnstable.County....Berkshire.County...
## 1 Barnstable County
## 2 Berkshire County
## 3 Bristol County
## 4 Dukes County
## 5 Essex County
## 6 Franklin County
## 7 Hampden County
## 8 Hampshire County
## 9 Middlesex County
## 10 Nantucket County
## 11 Norfolk County
## 12 Plymouth County
## 13 Suffolk County
## 14 Worcester County
## massachussettsVotingResults$votes_dem
## 1 71632
## 2 43540
## 3 127619
## 4 8338
## 5 220027
## 6 24369
## 7 110313
## 8 54572
## 9 508919
## 10 4144
## 11 219129
## 12 133828
## 13 241212
## 14 197126
## massachussettsVotingResults$votes_gop
## 1 53842
## 2 16799
## 3 104775
## 4 2474
## 5 135405
## 6 10327
## 7 78230
## 8 22089
## 9 216163
## 10 1892
## 11 119171
## 12 114722
## 13 50042
## 14 157138
## c.215888L..131219L..548285L..16535L..743159L..71372L..463490L..
## 1 215888
## 2 131219
## 3 548285
## 4 16535
## 5 743159
## 6 71372
## 7 463490
## 8 158080
## 9 1503085
## 10 10172
## 11 670850
## 12 494919
## 13 722023
## 14 798552
## massachussettsVotingResults$diff
## 1 17,790
## 2 26,741
## 3 22,844
## 4 5,864
## 5 84,622
## 6 14,042
## 7 32,083
## 8 32,483
## 9 292,756
## 10 2,252
## 11 99,958
## 12 19,106
## 13 191,170
## 14 39,988## michiganVotingResults$votes_dem
## 1 1732
## 2 1663
## 3 17932
## 4 4877
## 5 4448
## 6 2238
## 7 1156
## 8 9109
## 9 21641
## 10 4108
## 11 29496
## 12 4740
## 13 24154
## 14 7270
## 15 5137
## 16 4302
## 17 5378
## 18 4250
## 19 16490
## 20 2110
## 21 6431
## 22 3923
## 23 24534
## 24 6972
## 25 102744
## 26 3794
## 27 2925
## 28 20964
## 29 5665
## 30 4799
## 31 6018
## 32 4579
## 33 81266
## 34 8206
## 35 4344
## 36 2004
## 37 11404
## 38 25795
## 39 67142
## 40 2279
## 41 138567
## 42 527
## 43 1939
## 44 12734
## 45 6774
## 46 16750
## 47 34378
## 48 681
## 49 2085
## 50 176238
## 51 4979
## 52 16042
## 53 5281
## 54 5827
## 55 3539
## 56 15655
## 57 1565
## 58 26859
## 59 7874
## 60 1286
## 61 36640
## 62 6212
## 63 342976
## 64 3973
## 65 3030
## 66 1175
## 67 2705
## 68 1044
## 69 3556
## 70 46276
## 71 2400
## 72 4287
## 73 44395
## 74 4873
## 75 1369
## 76 12547
## 77 24553
## 78 7529
## 79 7493
## 80 13258
## 81 128025
## 82 517842
## 83 4436## michiganVotingResults$votes_gop
## 1 4201
## 2 2585
## 3 33812
## 4 9090
## 5 8469
## 6 4704
## 7 2158
## 8 19197
## 9 28327
## 10 5539
## 11 38646
## 12 11025
## 13 31489
## 14 14241
## 15 8674
## 16 8680
## 17 9120
## 18 8507
## 19 21635
## 20 4354
## 21 11112
## 22 8580
## 23 27608
## 24 10616
## 25 84174
## 26 8124
## 27 4019
## 28 27412
## 29 9878
## 30 14094
## 31 8475
## 32 10629
## 33 44354
## 34 16374
## 35 8344
## 36 3675
## 37 12338
## 38 39793
## 39 51031
## 40 6213
## 41 147959
## 42 814
## 43 3159
## 44 30037
## 45 7239
## 46 26428
## 47 65665
## 48 1756
## 49 3740
## 50 224589
## 51 6915
## 52 14646
## 53 8505
## 54 10305
## 55 6704
## 56 23877
## 57 5386
## 58 43255
## 59 16907
## 60 3498
## 61 35962
## 62 15174
## 63 289127
## 64 7228
## 65 6827
## 66 2069
## 67 7336
## 68 2843
## 69 8266
## 70 90456
## 71 4486
## 72 8141
## 73 45469
## 74 13446
## 75 2556
## 76 19232
## 77 49067
## 78 14886
## 79 17421
## 80 17890
## 81 50335
## 82 228908
## 83 10000## michiganVotingResults$diff
## 1 2,469
## 2 922
## 3 15,880
## 4 4,213
## 5 4,021
## 6 2,466
## 7 1,002
## 8 10,088
## 9 6,686
## 10 1,431
## 11 9,150
## 12 6,285
## 13 7,335
## 14 6,971
## 15 3,537
## 16 4,378
## 17 3,742
## 18 4,257
## 19 5,145
## 20 2,244
## 21 4,681
## 22 4,657
## 23 3,074
## 24 3,644
## 25 18,570
## 26 4,330
## 27 1,094
## 28 6,448
## 29 4,213
## 30 9,295
## 31 2,457
## 32 6,050
## 33 36,912
## 34 8,168
## 35 4,000
## 36 1,671
## 37 934
## 38 13,998
## 39 16,111
## 40 3,934
## 41 9,392
## 42 287
## 43 1,220
## 44 17,303
## 45 465
## 46 9,678
## 47 31,287
## 48 1,075
## 49 1,655
## 50 48,351
## 51 1,936
## 52 1,396
## 53 3,224
## 54 4,478
## 55 3,165
## 56 8,222
## 57 3,821
## 58 16,396
## 59 9,033
## 60 2,212
## 61 678
## 62 8,962
## 63 53,849
## 64 3,255
## 65 3,797
## 66 894
## 67 4,631
## 68 1,799
## 69 4,710
## 70 44,180
## 71 2,086
## 72 3,854
## 73 1,074
## 74 8,573
## 75 1,187
## 76 6,685
## 77 24,514
## 78 7,357
## 79 9,928
## 80 4,632
## 81 77,690
## 82 288,934
## 83 5,564## structure.c.6L..43L..54L..2L..42L..50L..56L..58L..62L..17L..18L..
## 1 Arenac County
## 2 Lake County
## 3 Mecosta County
## 4 Alger County
## 5 Keweenaw County
## 6 Macomb County
## 7 Midland County
## 8 Monroe County
## 9 Newaygo County
## 10 Chippewa County
## 11 Clare County
## 12 Manistee County
## 13 Oscoda County
## 14 Sanilac County
## 15 Shiawassee County
## 16 Wexford County
## 17 Alcona County
## 18 Saginaw County
## 19 Washtenaw County
## 20 Allegan County
## 21 Antrim County
## 22 Barry County
## 23 Branch County
## 24 Charlevoix County
## 25 Crawford County
## 26 Eaton County
## 27 Gladwin County
## 28 Lenawee County
## 29 Mason County
## 30 Menominee County
## 31 Missaukee County
## 32 Montmorency County
## 33 Oakland County
## 34 Ogemaw County
## 35 Clinton County
## 36 Gogebic County
## 37 Kalkaska County
## 38 Montcalm County
## 39 Ontonagon County
## 40 Muskegon County
## 41 Gratiot County
## 42 Wayne County
## 43 Benzie County
## 44 Houghton County
## 45 Ionia County
## 46 Iron County
## 47 Mackinac County
## 48 Otsego County
## 49 Roscommon County
## 50 Delta County
## 51 Genesee County
## 52 Jackson County
## 53 Luce County
## 54 Marquette County
## 55 St. Clair County
## 56 Presque Isle County
## 57 Schoolcraft County
## 58 Baraga County
## 59 Emmet County
## 60 Huron County
## 61 Iosco County
## 62 Lapeer County
## 63 Livingston County
## 64 Kalamazoo County
## 65 Kent County
## 66 Berrien County
## 67 Cheboygan County
## 68 Leelanau County
## 69 Hillsdale County
## 70 Ingham County
## 71 Ottawa County
## 72 Tuscola County
## 73 Cass County
## 74 Grand Traverse County
## 75 Isabella County
## 76 Oceana County
## 77 St. Joseph County
## 78 Van Buren County
## 79 Bay County
## 80 Calhoun County
## 81 Dickinson County
## 82 Alpena County
## 83 Osceola County
## michiganVotingResults$votes_dem michiganVotingResults$votes_gop
## 1 1732 4201
## 2 1663 2585
## 3 17932 33812
## 4 4877 9090
## 5 4448 8469
## 6 2238 4704
## 7 1156 2158
## 8 9109 19197
## 9 21641 28327
## 10 4108 5539
## 11 29496 38646
## 12 4740 11025
## 13 24154 31489
## 14 7270 14241
## 15 5137 8674
## 16 4302 8680
## 17 5378 9120
## 18 4250 8507
## 19 16490 21635
## 20 2110 4354
## 21 6431 11112
## 22 3923 8580
## 23 24534 27608
## 24 6972 10616
## 25 102744 84174
## 26 3794 8124
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## 29 5665 9878
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## 31 6018 8475
## 32 4579 10629
## 33 81266 44354
## 34 8206 16374
## 35 4344 8344
## 36 2004 3675
## 37 11404 12338
## 38 25795 39793
## 39 67142 51031
## 40 2279 6213
## 41 138567 147959
## 42 527 814
## 43 1939 3159
## 44 12734 30037
## 45 6774 7239
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## 47 34378 65665
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## 50 176238 224589
## 51 4979 6915
## 52 16042 14646
## 53 5281 8505
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## 55 3539 6704
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## 57 1565 5386
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## 73 44395 45469
## 74 4873 13446
## 75 1369 2556
## 76 12547 19232
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## 78 7529 14886
## 79 7493 17421
## 80 13258 17890
## 81 128025 50335
## 82 517842 228908
## 83 4436 10000
## c.15899L..11539L..42798L..9601L..2156L..840978L..83629L..152021L..
## 1 15899
## 2 11539
## 3 42798
## 4 9601
## 5 2156
## 6 840978
## 7 83629
## 8 152021
## 9 48460
## 10 38520
## 11 30926
## 12 24733
## 13 8640
## 14 43114
## 15 70648
## 16 32735
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## 21 23580
## 22 59173
## 23 45248
## 24 25949
## 25 14074
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## 29 28705
## 30 24029
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## 32 9765
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## 35 75382
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## 73 34869
## 74 27088
## 75 21720
## 76 16491
## 77 51137
## 78 187105
## 79 8547
## 80 22232
## 81 19198
## 82 245285
## mississippiVotingResults$diff
## 1 1,796
## 2 9,133
## 3 1,594
## 4 1,441
## 5 527
## 6 4,159
## 7 2,476
## 8 2,126
## 9 478
## 10 1,565
## 11 2,109
## 12 2,532
## 13 1,559
## 14 3,952
## 15 627
## 16 2,156
## 17 22,263
## 18 3,878
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## 21 3,353
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## 23 10,400
## 24 19,031
## 25 40,003
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## 27 1,728
## 28 97
## 29 7,285
## 30 18,117
## 31 335
## 32 2,848
## 33 1,254
## 34 12,328
## 35 1,049
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## 39 1,891
## 40 1,196
## 41 12,060
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## 47 1,419
## 48 4,622
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## 50 4,945
## 51 3,380
## 52 3,149
## 53 180
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## 55 12,611
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## 76 5,306
## 77 2,464
## 78 2,948
## 79 1,521
## 80 1,096
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## 82 653## missouriVotingResults$votes_dem
## 1 3495
## 2 2045
## 3 541
## 4 2567
## 5 2710
## 6 795
## 7 1617
## 8 2024
## 9 705
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## 109 1706
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## 113 3173
## 114 195
## 115 1166## missouriVotingResults$votes_gop
## 1 6019
## 2 6665
## 3 2059
## 4 6981
## 5 11427
## 6 4958
## 7 6000
## 8 7212
## 9 4827
## 10 36146
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## 12 13647
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## 15 16721
## 16 26939
## 17 3480
## 18 2323
## 19 33006
## 20 5019
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## 38 2304
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## 40 3462
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## 59 4879
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## 63 9418
## 64 6599
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## 67 3600
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## 72 5270
## 73 20546
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## 75 3668
## 76 5845
## 77 3639
## 78 3964
## 79 6907
## 80 12792
## 81 12699
## 82 5274
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## 84 10435
## 85 9870
## 86 1936
## 87 3969
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## 89 7103
## 90 2402
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## 92 5977
## 93 1505
## 94 1525
## 95 13168
## 96 2966
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## 98 120899
## 99 3501
## 100 17467
## 101 199081
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## 104 11077
## 105 13149
## 106 1884
## 107 18240
## 108 8875
## 109 6526
## 110 11109
## 111 7047
## 112 4640
## 113 12829
## 114 808
## 115 6703## missouriVotingResults$diff
## 1 2,524
## 2 4,620
## 3 1,518
## 4 4,414
## 5 8,717
## 6 4,163
## 7 4,383
## 8 5,188
## 9 4,122
## 10 4,926
## 11 9,305
## 12 10,611
## 13 2,394
## 14 8,064
## 15 12,015
## 16 18,471
## 17 2,735
## 18 1,887
## 19 18,190
## 20 4,009
## 21 2,060
## 22 22,436
## 23 1,734
## 24 12,146
## 25 4,486
## 26 13,703
## 27 3,691
## 28 5,900
## 29 2,547
## 30 4,624
## 31 2,033
## 32 2,716
## 33 4,621
## 34 4,502
## 35 5,666
## 36 23,081
## 37 4,151
## 38 1,699
## 39 34,987
## 40 2,682
## 41 2,391
## 42 4,716
## 43 2,523
## 44 1,580
## 45 1,998
## 46 11,008
## 47 2,240
## 48 48,946
## 49 24,493
## 50 37,427
## 51 7,778
## 52 1,034
## 53 10,291
## 54 6,930
## 55 10,186
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## 59 3,614
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## 82 3,468
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## 85 6,952
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## 88 5,246
## 89 4,015
## 90 1,862
## 91 3,690
## 92 3,190
## 93 1,151
## 94 1,160
## 95 9,594
## 96 2,190
## 97 1,918
## 98 52,674
## 99 2,565
## 100 11,217
## 101 81,785
## 102 81,206
## 103 2,955
## 104 9,204
## 105 10,263
## 106 1,358
## 107 13,873
## 108 7,147
## 109 4,820
## 110 7,194
## 111 5,121
## 112 3,694
## 113 9,656
## 114 613
## 115 5,537## structure.c.2L..3L..4L..5L..6L..7L..10L..11L..12L..13L..14L..
## 1 Andrew County
## 2 Atchison County
## 3 Audrain County
## 4 Barry County
## 5 Barton County
## 6 Bates County
## 7 Boone County
## 8 Buchanan County
## 9 Butler County
## 10 Caldwell County
## 11 Callaway County
## 12 Camden County
## 13 Cape Girardeau County
## 14 Carroll County
## 15 Carter County
## 16 Cass County
## 17 Cedar County
## 18 Christian County
## 19 Clinton County
## 20 Cole County
## 21 Cooper County
## 22 Crawford County
## 23 Dade County
## 24 Daviess County
## 25 DeKalb County
## 26 Dent County
## 27 Dunklin County
## 28 Franklin County
## 29 Gasconade County
## 30 Harrison County
## 31 Hickory County
## 32 Holt County
## 33 Howard County
## 34 Iron County
## 35 Jackson County
## 36 Jasper County
## 37 Jefferson County
## 38 Knox County
## 39 Lafayette County
## 40 Lawrence County
## 41 Lewis County
## 42 Lincoln County
## 43 Linn County
## 44 Livingston County
## 45 McDonald County
## 46 Macon County
## 47 Madison County
## 48 Maries County
## 49 Marion County
## 50 Miller County
## 51 Moniteau County
## 52 Monroe County
## 53 Montgomery County
## 54 Morgan County
## 55 Oregon County
## 56 Ozark County
## 57 Perry County
## 58 Phelps County
## 59 Pike County
## 60 Platte County
## 61 Polk County
## 62 Pulaski County
## 63 Putnam County
## 64 Ralls County
## 65 Ripley County
## 66 St. Charles County
## 67 St. Clair County
## 68 St. Francois County
## 69 St. Louis County
## 70 Saline County
## 71 Schuyler County
## 72 Scotland County
## 73 Scott County
## 74 Shannon County
## 75 Shelby County
## 76 Stoddard County
## 77 Taney County
## 78 Texas County
## 79 Vernon County
## 80 Warren County
## 81 Washington County
## 82 Wayne County
## 83 Webster County
## 84 Worth County
## 85 Wright County
## 86 St. Louis city
## 87 Dallas County
## 88 Douglas County
## 89 New Madrid County
## 90 Newton County
## 91 Pettis County
## 92 Ste. Genevieve County
## 93 Adair County
## 94 Benton County
## 95 Bollinger County
## 96 Chariton County
## 97 Clark County
## 98 Clay County
## 99 Gentry County
## 100 Greene County
## 101 Grundy County
## 102 Henry County
## 103 Howell County
## 104 Johnson County
## 105 Laclede County
## 106 Mercer County
## 107 Mississippi County
## 108 Nodaway County
## 109 Osage County
## 110 Pemiscot County
## 111 Randolph County
## 112 Ray County
## 113 Reynolds County
## 114 Stone County
## 115 Sullivan County
## missouriVotingResults$votes_dem missouriVotingResults$votes_gop
## 1 3495 6019
## 2 2045 6665
## 3 541 2059
## 4 2567 6981
## 5 2710 11427
## 6 795 4958
## 7 1617 6000
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## c.17291L..5685L..25529L..35597L..12402L..17049L..162642L..89201L..
## 1 17291
## 2 5685
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## 110 18296
## 111 25414
## 112 23494
## 113 6696
## 114 32202
## 115 6714
## missouriVotingResults$diff
## 1 2,524
## 2 4,620
## 3 1,518
## 4 4,414
## 5 8,717
## 6 4,163
## 7 4,383
## 8 5,188
## 9 4,122
## 10 4,926
## 11 9,305
## 12 10,611
## 13 2,394
## 14 8,064
## 15 12,015
## 16 18,471
## 17 2,735
## 18 1,887
## 19 18,190
## 20 4,009
## 21 2,060
## 22 22,436
## 23 1,734
## 24 12,146
## 25 4,486
## 26 13,703
## 27 3,691
## 28 5,900
## 29 2,547
## 30 4,624
## 31 2,033
## 32 2,716
## 33 4,621
## 34 4,502
## 35 5,666
## 36 23,081
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## 38 1,699
## 39 34,987
## 40 2,682
## 41 2,391
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## 47 2,240
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## 56 2,410
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## 107 13,873
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## 109 4,820
## 110 7,194
## 111 5,121
## 112 3,694
## 113 9,656
## 114 613
## 115 5,537## montanaVotingResults$votes_dem
## 1 1115
## 2 2061
## 3 1187
## 4 566
## 5 1824
## 6 70
## 7 12053
## 8 729
## 9 1172
## 10 167
## 11 786
## 12 2018
## 13 154
## 14 1196
## 15 13233
## 16 23879
## 17 34
## 18 3076
## 19 71
## 20 469
## 21 2350
## 22 1975
## 23 232
## 24 4703
## 25 14331
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## 27 2040
## 28 1175
## 29 154
## 30 191
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## 34 3521
## 35 30
## 36 315
## 37 737
## 38 127
## 39 549
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## 47 8545
## 48 904
## 49 398
## 50 803
## 51 399
## 52 59
## 53 886
## 54 179
## 55 55
## 56 21117## montanaVotingResults$votes_gop
## 1 3243
## 2 1833
## 3 1259
## 4 2329
## 5 3729
## 6 677
## 7 19343
## 8 1676
## 9 3638
## 10 729
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## 12 1736
## 13 1276
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## 18 1598
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## 27 6720
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## 30 728
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## 39 2017
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## 49 1580
## 50 2152
## 51 1495
## 52 350
## 53 2697
## 54 698
## 55 460
## 56 38675## montanaVotingResults$diff
## 1 2,128
## 2 228
## 3 72
## 4 1,763
## 5 1,905
## 6 607
## 7 7,290
## 8 947
## 9 2,466
## 10 562
## 11 2,512
## 12 282
## 13 1,122
## 14 3,039
## 15 16,846
## 16 519
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## 18 1,478
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## 21 1,096
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## 23 635
## 24 2,750
## 25 2,334
## 26 490
## 27 4,680
## 28 2,105
## 29 704
## 30 537
## 31 807
## 32 9,041
## 33 1,630
## 34 1,351
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## 36 1,400
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## 39 1,468
## 40 455
## 41 8,507
## 42 3,216
## 43 218
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## 47 2,293
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## 49 1,182
## 50 1,349
## 51 1,096
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## 54 519
## 55 405
## 56 17,558## structure.c.2L..18L..3L..26L..35L..40L..53L..47L..48L..10L..16L..
## 1 Big Horn County
## 2 Glacier County
## 3 Blaine County
## 4 Liberty County
## 5 Petroleum County
## 6 Prairie County
## 7 Valley County
## 8 Silver Bow County
## 9 Stillwater County
## 10 Daniels County
## 11 Gallatin County
## 12 Madison County
## 13 Toole County
## 14 Fergus County
## 15 Missoula County
## 16 Powder River County
## 17 Wheatland County
## 18 Beaverhead County
## 19 Carter County
## 20 Deer Lodge County
## 21 Flathead County
## 22 Judith Basin County
## 23 Meagher County
## 24 Phillips County
## 25 Treasure County
## 26 Granite County
## 27 Lincoln County
## 28 Carbon County
## 29 McCone County
## 30 Roosevelt County
## 31 Fallon County
## 32 Lake County
## 33 Mineral County
## 34 Sanders County
## 35 Musselshell County
## 36 Lewis and Clark County
## 37 Powell County
## 38 Sheridan County
## 39 Wibaux County
## 40 Rosebud County
## 41 Teton County
## 42 Broadwater County
## 43 Cascade County
## 44 Custer County
## 45 Hill County
## 46 Park County
## 47 Pondera County
## 48 Ravalli County
## 49 Richland County
## 50 Sweet Grass County
## 51 Dawson County
## 52 Jefferson County
## 53 Chouteau County
## 54 Garfield County
## 55 Golden Valley County
## 56 Yellowstone County
## montanaVotingResults$votes_dem montanaVotingResults$votes_gop
## 1 1115 3243
## 2 2061 1833
## 3 1187 1259
## 4 566 2329
## 5 1824 3729
## 6 70 677
## 7 12053 19343
## 8 729 1676
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## c.12865L..13399L..6491L..2339L..494L..1179L..7369L..34200L..9117L..
## 1 12865
## 2 13399
## 3 6491
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## 5 494
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## 11 89513
## 12 7691
## 13 5324
## 14 11586
## 15 109299
## 16 1743
## 17 2168
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## 19 1160
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## montanaVotingResults$diff
## 1 2,128
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## 3 72
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## 56 17,558## nevadaVotingResults$votes_dem
## 1 9610
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## 1 3,515
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## 4 8,953
## 5 10,142
## 6 264
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## 10 1,386
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## 17 2,016## structure.c.2L..4L..5L..7L..8L..10L..11L..12L..13L..15L..16L..
## 1 Churchill County
## 2 Douglas County
## 3 Elko County
## 4 Eureka County
## 5 Humboldt County
## 6 Lincoln County
## 7 Lyon County
## 8 Mineral County
## 9 Nye County
## 10 Storey County
## 11 Washoe County
## 12 White Pine County
## 13 Carson City
## 14 Clark County
## 15 Esmeralda County
## 16 Lander County
## 17 Pershing County
## nevadaVotingResults$votes_dem nevadaVotingResults$votes_gop
## 1 9610 13125
## 2 2210 7828
## 3 401068 319571
## 4 8453 17406
## 5 3400 13542
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## nevadaVotingResults$diff
## 1 3,515
## 2 5,618
## 3 81,497
## 4 8,953
## 5 10,142
## 6 264
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## 8 3,135
## 9 1,425
## 10 1,386
## 11 9,859
## 12 542
## 13 8,225
## 14 973
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## 16 2,503
## 17 2,016## nebraskaVotingResults$votes_dem
## 1 3272
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## 1 9205
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## 93 4686## nebraskaVotingResults$diff
## 1 5,933
## 2 2,336
## 3 221
## 4 337
## 5 243
## 6 1,885
## 7 2,597
## 8 850
## 9 1,227
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## 93 3,505## structure.c.2L..3L..5L..6L..8L..9L..11L..14L..15L..16L..18L..
## 1 Antelope County
## 2 Arthur County
## 3 Blaine County
## 4 Boone County
## 5 Boyd County
## 6 Brown County
## 7 Burt County
## 8 Cedar County
## 9 Chase County
## 10 Cherry County
## 11 Clay County
## 12 Colfax County
## 13 Cuming County
## 14 Dawson County
## 15 Deuel County
## 16 Dodge County
## 17 Douglas County
## 18 Dundy County
## 19 Fillmore County
## 20 Gage County
## 21 Garden County
## 22 Grant County
## 23 Hall County
## 24 Harlan County
## 25 Hitchcock County
## 26 Holt County
## 27 Hooker County
## 28 Howard County
## 29 Jefferson County
## 30 Keith County
## 31 Keya Paha County
## 32 Knox County
## 33 Lancaster County
## 34 Lincoln County
## 35 Logan County
## 36 McPherson County
## 37 Madison County
## 38 Morrill County
## 39 Nance County
## 40 Nemaha County
## 41 Otoe County
## 42 Perkins County
## 43 Phelps County
## 44 Pierce County
## 45 Polk County
## 46 Red Willow County
## 47 Richardson County
## 48 Saline County
## 49 Sarpy County
## 50 Saunders County
## 51 Scotts Bluff County
## 52 Sheridan County
## 53 Sherman County
## 54 Stanton County
## 55 Thayer County
## 56 Thomas County
## 57 Valley County
## 58 Washington County
## 59 Webster County
## 60 Buffalo County
## 61 Butler County
## 62 Custer County
## 63 Hamilton County
## 64 Johnson County
## 65 Kearney County
## 66 Merrick County
## 67 Platte County
## 68 Seward County
## 69 Thurston County
## 70 Wayne County
## 71 Adams County
## 72 Banner County
## 73 Box Butte County
## 74 Cass County
## 75 Cheyenne County
## 76 Dakota County
## 77 Dawes County
## 78 Dixon County
## 79 Franklin County
## 80 Frontier County
## 81 Furnas County
## 82 Garfield County
## 83 Gosper County
## 84 Greeley County
## 85 Hayes County
## 86 Kimball County
## 87 Loup County
## 88 Nuckolls County
## 89 Pawnee County
## 90 Rock County
## 91 Sioux County
## 92 Wheeler County
## 93 York County
## nebraskaVotingResults$votes_dem nebraskaVotingResults$votes_gop
## 1 3272 9205
## 2 381 2717
## 3 16 237
## 4 18 355
## 5 30 273
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## nebraskaVotingResults$diff
## 1 5,933
## 2 2,336
## 3 221
## 4 337
## 5 243
## 6 1,885
## 7 2,597
## 8 850
## 9 1,227
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## 20 2,383
## 21 3,981
## 22 1,124
## 23 1,774
## 24 3,819
## 25 689
## 26 1,485
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## 29 734
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## 32 945
## 33 1,611
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## 35 716
## 36 698
## 37 627
## 38 347
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## 50 1,969
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## 93 3,505## newJerseyVotingResults$votes_dem
## 1 54472
## 2 209251
## 3 108361
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## 21 16991## newJerseyVotingResults$votes_gop
## 1 47882
## 2 163220
## 3 79539
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## 20 67582
## 21 29393## newJerseyVotingResults$diff
## 1 6,590
## 2 46,031
## 3 28,822
## 4 71,355
## 5 9,611
## 6 2,832
## 7 168,972
## 8 594
## 9 104,365
## 10 9,768
## 11 51,117
## 12 55,906
## 13 29,480
## 14 10,939
## 15 88,258
## 16 41,120
## 17 4,490
## 18 19,199
## 19 22,354
## 20 77,830
## 21 12,402## structure.1.21...Label...c..Atlantic.County....Bergen.County...
## 1 Atlantic County
## 2 Bergen County
## 3 Burlington County
## 4 Camden County
## 5 Cape May County
## 6 Cumberland County
## 7 Essex County
## 8 Gloucester County
## 9 Hudson County
## 10 Hunterdon County
## 11 Mercer County
## 12 Middlesex County
## 13 Monmouth County
## 14 Morris County
## 15 Ocean County
## 16 Passaic County
## 17 Salem County
## 18 Somerset County
## 19 Sussex County
## 20 Union County
## 21 Warren County
## newJerseyVotingResults$votes_dem newJerseyVotingResults$votes_gop
## 1 54472 47882
## 2 209251 163220
## 3 108361 79539
## 4 142375 71020
## 5 18626 28237
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## newJerseyVotingResults$diff
## 1 6,590
## 2 46,031
## 3 28,822
## 4 71,355
## 5 9,611
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## 8 594
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## 15 88,258
## 16 41,120
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## 19 22,354
## 20 77,830
## 21 12,402## newMexicoVotingResults$votes_dem
## 1 141960
## 2 426
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## 33 10810## newMexicoVotingResults$votes_gop
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## 33 13175## newMexicoVotingResults$diff
## 1 48,086
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## 33 2,365## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Bernalillo County
## 2 Catron County
## 3 Chaves County
## 4 Cibola County
## 5 Colfax County
## 6 Curry County
## 7 De Baca County
## 8 Doña Ana County
## 9 Eddy County
## 10 Grant County
## 11 Guadalupe County
## 12 Harding County
## 13 Hidalgo County
## 14 Lea County
## 15 Lincoln County
## 16 Los Alamos County
## 17 Luna County
## 18 McKinley County
## 19 Mora County
## 20 Otero County
## 21 Quay County
## 22 Rio Arriba County
## 23 Roosevelt County
## 24 Sandoval County
## 25 San Juan County
## 26 San Miguel County
## 27 Santa Fe County
## 28 Sierra County
## 29 Socorro County
## 30 Taos County
## 31 Torrance County
## 32 Union County
## 33 Valencia County
## newMexicoVotingResults$votes_dem newMexicoVotingResults$votes_gop
## 1 141960 93874
## 2 426 1453
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## 3 283,979
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## 1 Allegany County
## 2 Bronx County
## 3 Broome County
## 4 Cattaraugus County
## 5 Cayuga County
## 6 Chautauqua County
## 7 Chemung County
## 8 Chenango County
## 9 Clinton County
## 10 Columbia County
## 11 Cortland County
## 12 Delaware County
## 13 Dutchess County
## 14 Erie County
## 15 Essex County
## 16 Genesee County
## 17 Greene County
## 18 Herkimer County
## 19 Jefferson County
## 20 Kings County
## 21 Lewis County
## 22 Livingston County
## 23 Madison County
## 24 Monroe County
## 25 Montgomery County
## 26 Nassau County
## 27 Niagara County
## 28 Oneida County
## 29 Onondaga County
## 30 Ontario County
## 31 Oswego County
## 32 Otsego County
## 33 Putnam County
## 34 Queens County
## 35 Rensselaer County
## 36 Richmond County
## 37 Rockland County
## 38 St. Lawrence County
## 39 Saratoga County
## 40 Schenectady County
## 41 Seneca County
## 42 Steuben County
## 43 Sullivan County
## 44 Tompkins County
## 45 Warren County
## 46 Washington County
## 47 Wayne County
## 48 Westchester County
## 49 Yates County
## 50 Orleans County
## 51 Suffolk County
## 52 Albany County
## 53 Franklin County
## 54 Fulton County
## 55 Hamilton County
## 56 New York County
## 57 Orange County
## 58 Schoharie County
## 59 Schuyler County
## 60 Tioga County
## 61 Ulster County
## 62 Wyoming County
## newYorkVotingResults$votes_dem newYorkVotingResults$votes_gop
## 1 74775 44227
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## 1 30,548
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## 1 Belknap County
## 2 Carroll County
## 3 Cheshire County
## 4 Grafton County
## 5 Hillsborough County
## 6 Rockingham County
## 7 Strafford County
## 8 Sullivan County
## 9 Merrimack County
## 10 Coos County
## newHampshireVotingResults$votes_dem newHampshireVotingResults$votes_gop
## 1 13517 19315
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## 1 5,798
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## 1 Alamance County
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## 8 Brunswick County
## 9 Buncombe County
## 10 Burke County
## 11 Cabarrus County
## 12 Camden County
## 13 Carteret County
## 14 Caswell County
## 15 Chatham County
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## 17 Cleveland County
## 18 Columbus County
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## 20 Cumberland County
## 21 Currituck County
## 22 Dare County
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## 24 Davie County
## 25 Duplin County
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## 27 Edgecombe County
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## 29 Gaston County
## 30 Gates County
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## 33 Halifax County
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## 35 Haywood County
## 36 Henderson County
## 37 Hertford County
## 38 Hoke County
## 39 Iredell County
## 40 Jackson County
## 41 Johnston County
## 42 Jones County
## 43 Lee County
## 44 Lenoir County
## 45 Lincoln County
## 46 Macon County
## 47 Madison County
## 48 Martin County
## 49 Mecklenburg County
## 50 Mitchell County
## 51 Montgomery County
## 52 Moore County
## 53 New Hanover County
## 54 Northampton County
## 55 Onslow County
## 56 Orange County
## 57 Pasquotank County
## 58 Perquimans County
## 59 Person County
## 60 Pitt County
## 61 Polk County
## 62 Randolph County
## 63 Richmond County
## 64 Robeson County
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## 71 Swain County
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## 74 Vance County
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## 76 Watauga County
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## 84 Guilford County
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## 92 Caldwell County
## 93 Catawba County
## 94 Cherokee County
## 95 Clay County
## 96 Hyde County
## 97 McDowell County
## 98 Surry County
## 99 Washington County
## 100 Yancey County
## northCarolinaVotingResults$votes_dem
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## 19 103505
## 20 319431
## 21 23547
## 22 33920
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## 24 41240
## 25 58505
## 26 267587
## 27 56552
## 28 60619
## 29 206086
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## 37 24669
## 38 46952
## 39 159437
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## 41 168878
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## 46 33922
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## 65 93643
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## 95 10587
## 96 5810
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## 100 17818
## northCarolinaVotingResults$diff
## 1 8,967
## 2 10,076
## 3 2,489
## 4 1,305
## 5 5,877
## 6 4,556
## 7 5,779
## 8 2,361
## 9 1,490
## 10 19,323
## 11 19,598
## 12 14,811
## 13 18,176
## 14 18,096
## 15 2,261
## 16 16,422
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## 18 27,012
## 19 3,941
## 20 7,902
## 21 1,018
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## 23 13,498
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## 26 19,930
## 27 6,191
## 28 4,204
## 29 35,542
## 30 10,274
## 31 3,955
## 32 90,904
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## 34 17,695
## 35 3,509
## 36 30,485
## 37 480
## 38 2,499
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## 40 788
## 41 50,488
## 42 6,688
## 43 10,826
## 44 8,430
## 45 15,871
## 46 3,805
## 47 1,932
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## 51 25,929
## 52 900
## 53 3,245
## 54 1,602
## 55 18,817
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## 59 9,872
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## 93 3,366
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## 95 432
## 96 5,840
## 97 17,017
## 98 2,117
## 99 10,675
## 100 3,186## northDakotaVotingResults$votes_dem
## 1 216
## 2 1597
## 3 842
## 4 58
## 5 734
## 6 227
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## 44 42
## 45 1745
## 46 361
## 47 2484
## 48 305
## 49 1239
## 50 1166
## 51 5792
## 52 419
## 53 1722## northDakotaVotingResults$votes_gop
## 1 904
## 2 3156
## 3 927
## 4 492
## 5 2482
## 6 1445
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## 47 6706
## 48 733
## 49 2263
## 50 2991
## 51 18601
## 52 1793
## 53 10033## northDakotaVotingResults$diff
## 1 688
## 2 1,559
## 3 85
## 4 434
## 5 1,748
## 6 1,218
## 7 761
## 8 21,634
## 9 8,447
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## 15 1,457
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## 23 975
## 24 755
## 25 1,517
## 26 862
## 27 2,965
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## 38 778
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## 43 502
## 44 319
## 45 7,973
## 46 176
## 47 4,222
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## 49 1,024
## 50 1,825
## 51 12,809
## 52 1,374
## 53 8,311## structure.1.53...Label...c..Adams.County....Barnes.County....Benson.County...
## 1 Adams County
## 2 Barnes County
## 3 Benson County
## 4 Billings County
## 5 Bottineau County
## 6 Bowman County
## 7 Burke County
## 8 Burleigh County
## 9 Cass County
## 10 Cavalier County
## 11 Dickey County
## 12 Divide County
## 13 Dunn County
## 14 Eddy County
## 15 Emmons County
## 16 Foster County
## 17 Golden Valley County
## 18 Grand Forks County
## 19 Grant County
## 20 Griggs County
## 21 Hettinger County
## 22 Kidder County
## 23 LaMoure County
## 24 Logan County
## 25 McHenry County
## 26 McIntosh County
## 27 McKenzie County
## 28 McLean County
## 29 Mercer County
## 30 Morton County
## 31 Mountrail County
## 32 Nelson County
## 33 Oliver County
## 34 Pembina County
## 35 Pierce County
## 36 Ramsey County
## 37 Ransom County
## 38 Renville County
## 39 Richland County
## 40 Rolette County
## 41 Sargent County
## 42 Sheridan County
## 43 Sioux County
## 44 Slope County
## 45 Stark County
## 46 Steele County
## 47 Stutsman County
## 48 Towner County
## 49 Traill County
## 50 Walsh County
## 51 Ward County
## 52 Wells County
## 53 Williams County
## northDakotaVotingResults$votes_dem northDakotaVotingResults$votes_gop
## 1 216 904
## 2 1597 3156
## 3 842 927
## 4 58 492
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## 1 2343
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## northDakotaVotingResults$diff
## 1 688
## 2 1,559
## 3 85
## 4 434
## 5 1,748
## 6 1,218
## 7 761
## 8 21,634
## 9 8,447
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## 21 864
## 22 927
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## 25 1,517
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## 39 2,695
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## 43 502
## 44 319
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## 47 4,222
## 48 428
## 49 1,024
## 50 1,825
## 51 12,809
## 52 1,374
## 53 8,311## ohioVotingResults$votes_dem
## 1 2293
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## 88 2484## ohioVotingResults$votes_gop
## 1 8445
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## 88 7346## ohioVotingResults$diff
## 1 6,152
## 2 17,043
## 3 11,510
## 4 7,564
## 5 4,736
## 6 14,305
## 7 12,077
## 8 9,987
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## 88 4,862## structure.c.1L..2L..4L..5L..6L..7L..8L..9L..10L..11L..12L..13L..
## 1 Adams County
## 2 Allen County
## 3 Ashtabula County
## 4 Athens County
## 5 Auglaize County
## 6 Belmont County
## 7 Brown County
## 8 Butler County
## 9 Carroll County
## 10 Champaign County
## 11 Clark County
## 12 Clermont County
## 13 Clinton County
## 14 Columbiana County
## 15 Darke County
## 16 Defiance County
## 17 Delaware County
## 18 Erie County
## 19 Fairfield County
## 20 Franklin County
## 21 Fulton County
## 22 Gallia County
## 23 Geauga County
## 24 Greene County
## 25 Guernsey County
## 26 Hamilton County
## 27 Harrison County
## 28 Henry County
## 29 Hocking County
## 30 Holmes County
## 31 Jackson County
## 32 Jefferson County
## 33 Lake County
## 34 Lawrence County
## 35 Logan County
## 36 Lorain County
## 37 Lucas County
## 38 Madison County
## 39 Mahoning County
## 40 Marion County
## 41 Mercer County
## 42 Miami County
## 43 Monroe County
## 44 Montgomery County
## 45 Morgan County
## 46 Morrow County
## 47 Muskingum County
## 48 Noble County
## 49 Paulding County
## 50 Perry County
## 51 Pickaway County
## 52 Portage County
## 53 Preble County
## 54 Putnam County
## 55 Richland County
## 56 Ross County
## 57 Sandusky County
## 58 Scioto County
## 59 Seneca County
## 60 Shelby County
## 61 Stark County
## 62 Union County
## 63 Van Wert County
## 64 Vinton County
## 65 Warren County
## 66 Washington County
## 67 Wayne County
## 68 Ottawa County
## 69 Ashland County
## 70 Coshocton County
## 71 Crawford County
## 72 Cuyahoga County
## 73 Fayette County
## 74 Hancock County
## 75 Hardin County
## 76 Highland County
## 77 Huron County
## 78 Knox County
## 79 Licking County
## 80 Medina County
## 81 Meigs County
## 82 Pike County
## 83 Summit County
## 84 Trumbull County
## 85 Tuscarawas County
## 86 Williams County
## 87 Wood County
## 88 Wyandot County
## ohioVotingResults$votes_dem ohioVotingResults$votes_gop
## 1 2293 8445
## 2 12815 29858
## 3 5659 17169
## 4 15191 22755
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## ohioVotingResults$diff
## 1 6,152
## 2 17,043
## 3 11,510
## 4 7,564
## 5 4,736
## 6 14,305
## 7 12,077
## 8 9,987
## 9 47,741
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## 13 39,864
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## 87 5,294
## 88 4,862## oklahomaVotingResults$votes_dem
## 1 1374
## 2 216
## 3 795
## 4 176
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## 6 711
## 7 2793
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## 10 4002
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## 77 871## oklahomaVotingResults$votes_gop
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## 1 3,379
## 2 1,715
## 3 3,273
## 4 1,811
## 5 5,329
## 6 2,173
## 7 7,656
## 8 4,055
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## 77 5,458## structure.c.1L..2L..4L..5L..6L..7L..8L..13L..14L..15L..16L..17L..
## 1 Adair County
## 2 Alfalfa County
## 3 Beaver County
## 4 Beckham County
## 5 Blaine County
## 6 Bryan County
## 7 Caddo County
## 8 Cimarron County
## 9 Cleveland County
## 10 Coal County
## 11 Comanche County
## 12 Cotton County
## 13 Craig County
## 14 Creek County
## 15 Delaware County
## 16 Dewey County
## 17 Ellis County
## 18 Grady County
## 19 Grant County
## 20 Harper County
## 21 Haskell County
## 22 Hughes County
## 23 Jackson County
## 24 Jefferson County
## 25 Kingfisher County
## 26 Kiowa County
## 27 Le Flore County
## 28 Lincoln County
## 29 Logan County
## 30 Love County
## 31 McCurtain County
## 32 McIntosh County
## 33 Marshall County
## 34 Mayes County
## 35 Murray County
## 36 Noble County
## 37 Okfuskee County
## 38 Oklahoma County
## 39 Okmulgee County
## 40 Ottawa County
## 41 Payne County
## 42 Pittsburg County
## 43 Pontotoc County
## 44 Roger Mills County
## 45 Rogers County
## 46 Seminole County
## 47 Sequoyah County
## 48 Woods County
## 49 Woodward County
## 50 Carter County
## 51 Custer County
## 52 Garfield County
## 53 Kay County
## 54 McClain County
## 55 Major County
## 56 Pawnee County
## 57 Wagoner County
## 58 Atoka County
## 59 Canadian County
## 60 Cherokee County
## 61 Choctaw County
## 62 Garvin County
## 63 Greer County
## 64 Harmon County
## 65 Johnston County
## 66 Latimer County
## 67 Muskogee County
## 68 Nowata County
## 69 Osage County
## 70 Pottawatomie County
## 71 Pushmataha County
## 72 Stephens County
## 73 Texas County
## 74 Tillman County
## 75 Tulsa County
## 76 Washington County
## 77 Washita County
## oklahomaVotingResults$votes_dem oklahomaVotingResults$votes_gop
## 1 1374 4753
## 2 216 1931
## 3 795 4068
## 4 176 1987
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## oklahomaVotingResults$diff
## 1 3,379
## 2 1,715
## 3 3,273
## 4 1,811
## 5 5,329
## 6 2,173
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## 14 23,679
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## 77 5,458## oregonVotingResults$votes_dem
## 1 1781
## 2 28431
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## 36 22589## oregonVotingResults$diff
## 1 4,379
## 2 15,401
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## 4 1,105
## 5 3,008
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## 29 785
## 30 9,309
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## 36 3,954## structure.c.1L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..15L..
## 1 Baker County
## 2 Clackamas County
## 3 Clatsop County
## 4 Columbia County
## 5 Coos County
## 6 Crook County
## 7 Curry County
## 8 Deschutes County
## 9 Douglas County
## 10 Gilliam County
## 11 Grant County
## 12 Jackson County
## 13 Josephine County
## 14 Lake County
## 15 Lincoln County
## 16 Linn County
## 17 Malheur County
## 18 Marion County
## 19 Morrow County
## 20 Multnomah County
## 21 Union County
## 22 Yamhill County
## 23 Jefferson County
## 24 Umatilla County
## 25 Wallowa County
## 26 Benton County
## 27 Harney County
## 28 Hood River County
## 29 Klamath County
## 30 Lane County
## 31 Polk County
## 32 Sherman County
## 33 Tillamook County
## 34 Wasco County
## 35 Washington County
## 36 Wheeler County
## oregonVotingResults$votes_dem oregonVotingResults$votes_gop
## 1 1781 6160
## 2 28431 13030
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## 1 17,172
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## 1 Adams County
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## 4 Bedford County
## 5 Blair County
## 6 Bradford County
## 7 Butler County
## 8 Cambria County
## 9 Cameron County
## 10 Carbon County
## 11 Centre County
## 12 Clarion County
## 13 Clearfield County
## 14 Clinton County
## 15 Columbia County
## 16 Crawford County
## 17 Cumberland County
## 18 Delaware County
## 19 Elk County
## 20 Erie County
## 21 Fayette County
## 22 Forest County
## 23 Franklin County
## 24 Fulton County
## 25 Huntingdon County
## 26 Indiana County
## 27 Jefferson County
## 28 Juniata County
## 29 Lancaster County
## 30 Lebanon County
## 31 Lehigh County
## 32 Luzerne County
## 33 Lycoming County
## 34 McKean County
## 35 Mercer County
## 36 Mifflin County
## 37 Monroe County
## 38 Montour County
## 39 Northumberland County
## 40 Philadelphia County
## 41 Pike County
## 42 Schuylkill County
## 43 Snyder County
## 44 Somerset County
## 45 Tioga County
## 46 Union County
## 47 Venango County
## 48 Warren County
## 49 Washington County
## 50 Wayne County
## 51 Beaver County
## 52 Chester County
## 53 Dauphin County
## 54 Montgomery County
## 55 York County
## 56 Berks County
## 57 Bucks County
## 58 Greene County
## 59 Lackawanna County
## 60 Lawrence County
## 61 Northampton County
## 62 Perry County
## 63 Potter County
## 64 Sullivan County
## 65 Susquehanna County
## 66 Westmoreland County
## 67 Wyoming County
## pennsylvaniaVotingResults$votes_dem pennsylvaniaVotingResults$votes_gop
## 1 14077 31249
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## 54 799874
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## 56 411442
## 57 625249
## 58 38686
## 59 214437
## 60 91108
## 61 297735
## 62 45969
## 63 17457
## 64 6428
## 65 43356
## 66 365169
## 67 28276
## pennsylvaniaVotingResults$diff
## 1 17,172
## 2 105,529
## 3 15,827
## 4 15,856
## 5 15,842
## 6 17,925
## 7 24,131
## 8 11,694
## 9 1,988
## 10 34,554
## 11 22,712
## 12 1,026
## 13 9,797
## 14 1,456
## 15 24,606
## 16 8,289
## 17 16,209
## 18 5,168
## 19 8,885
## 20 13,697
## 21 21,367
## 22 3,667
## 23 62,610
## 24 6,067
## 25 2,348
## 26 16,562
## 27 1,054
## 28 32,232
## 29 4,772
## 30 6,237
## 31 9,882
## 32 13,452
## 33 11,096
## 34 6,424
## 35 3,491
## 36 47,079
## 37 11,390
## 38 20,944
## 39 6,802
## 40 26,054
## 41 22,549
## 42 7,357
## 43 12,403
## 44 10,487
## 45 224
## 46 90,260
## 47 2,423
## 48 5,448
## 49 15,234
## 50 10,983
## 51 455,124
## 52 6,788
## 53 4,947
## 54 27,213
## 55 7,719
## 56 19,980
## 57 1,562
## 58 8,230
## 59 9,286
## 60 4,467
## 61 9,365
## 62 7,204
## 63 24,505
## 64 8,871
## 65 56,921
## 66 4,802
## 67 59,505## rhodeIslandVotingResults$votes_dem
## 1 14532
## 2 37582
## 3 22680
## 4 141597
## 5 33511## rhodeIslandVotingResults$votes_gop
## 1 8910
## 2 38141
## 3 14975
## 4 90321
## 5 27074## rhodeIslandVotingResults$diff
## 1 5,622
## 2 559
## 3 7,705
## 4 51,276
## 5 6,437## structure.c.1L..3L..5L..4L..2L....Label...c..Bristol.County...
## 1 Bristol County
## 2 Newport County
## 3 Washington County
## 4 Providence County
## 5 Kent County
## rhodeIslandVotingResults$votes_dem rhodeIslandVotingResults$votes_gop
## 1 14532 8910
## 2 37582 38141
## 3 22680 14975
## 4 141597 90321
## 5 33511 27074
## c.49875L..82888L..126979L..626667L..166158L.
## 1 49875
## 2 82888
## 3 126979
## 4 626667
## 5 166158
## rhodeIslandVotingResults$diff
## 1 5,622
## 2 559
## 3 7,705
## 4 51,276
## 5 6,437## southCarolinaVotingResults$votes_dem
## 1 3712
## 2 25426
## 3 2722
## 4 21040
## 5 3886
## 6 4395
## 7 29577
## 8 30492
## 9 3569
## 10 89048
## 11 6089
## 12 6582
## 13 7125
## 14 7635
## 15 7616
## 16 13866
## 17 5832
## 18 24010
## 19 4491
## 20 6936
## 21 26630
## 22 13234
## 23 73338
## 24 10633
## 25 5163
## 26 36731
## 27 7789
## 28 10293
## 29 13718
## 30 8845
## 31 5170
## 32 35143
## 33 8522
## 34 5928
## 35 2479
## 36 6212
## 37 7979
## 38 26258
## 39 10327
## 40 108401
## 41 2809
## 42 39888
## 43 24024
## 44 4727
## 45 9949
## 46 41230## southCarolinaVotingResults$votes_gop
## 1 6742
## 2 45981
## 3 788
## 4 56109
## 5 2197
## 6 4888
## 7 39986
## 8 44223
## 9 3785
## 10 75233
## 11 15165
## 12 7272
## 13 9576
## 14 7246
## 15 9083
## 16 14973
## 17 5637
## 18 34932
## 19 6842
## 20 4024
## 21 29498
## 22 17334
## 23 125595
## 24 16881
## 25 3483
## 26 83819
## 27 6100
## 28 17464
## 29 23598
## 30 16770
## 31 2789
## 32 79866
## 33 5434
## 34 4257
## 35 2651
## 36 10011
## 37 24096
## 38 11909
## 39 36096
## 40 52753
## 41 5525
## 42 76101
## 43 18733
## 44 7058
## 45 4863
## 46 66245## southCarolinaVotingResults$diff
## 1 3,030
## 2 20,555
## 3 1,934
## 4 35,069
## 5 1,689
## 6 493
## 7 10,409
## 8 13,731
## 9 216
## 10 13,815
## 11 9,076
## 12 690
## 13 2,451
## 14 389
## 15 1,467
## 16 1,107
## 17 195
## 18 10,922
## 19 2,351
## 20 2,912
## 21 2,868
## 22 4,100
## 23 52,257
## 24 6,248
## 25 1,680
## 26 47,088
## 27 1,689
## 28 7,171
## 29 9,880
## 30 7,925
## 31 2,381
## 32 44,723
## 33 3,088
## 34 1,671
## 35 172
## 36 3,799
## 37 16,117
## 38 14,349
## 39 25,769
## 40 55,648
## 41 2,716
## 42 36,213
## 43 5,291
## 44 2,331
## 45 5,086
## 46 25,015## structure.c.1L..2L..3L..4L..5L..6L..7L..8L..9L..10L..11L..12L..
## 1 Abbeville County
## 2 Aiken County
## 3 Allendale County
## 4 Anderson County
## 5 Bamberg County
## 6 Barnwell County
## 7 Beaufort County
## 8 Berkeley County
## 9 Calhoun County
## 10 Charleston County
## 11 Cherokee County
## 12 Chester County
## 13 Chesterfield County
## 14 Clarendon County
## 15 Colleton County
## 16 Darlington County
## 17 Dillon County
## 18 Dorchester County
## 19 Edgefield County
## 20 Fairfield County
## 21 Florence County
## 22 Georgetown County
## 23 Greenville County
## 24 Greenwood County
## 25 Hampton County
## 26 Horry County
## 27 Jasper County
## 28 Kershaw County
## 29 Lancaster County
## 30 Laurens County
## 31 Lee County
## 32 Lexington County
## 33 McCormick County
## 34 Marion County
## 35 Marlboro County
## 36 Newberry County
## 37 Oconee County
## 38 Orangeburg County
## 39 Pickens County
## 40 Richland County
## 41 Saluda County
## 42 Spartanburg County
## 43 Sumter County
## 44 Union County
## 45 Williamsburg County
## 46 York County
## southCarolinaVotingResults$votes_dem
## 1 3712
## 2 25426
## 3 2722
## 4 21040
## 5 3886
## 6 4395
## 7 29577
## 8 30492
## 9 3569
## 10 89048
## 11 6089
## 12 6582
## 13 7125
## 14 7635
## 15 7616
## 16 13866
## 17 5832
## 18 24010
## 19 4491
## 20 6936
## 21 26630
## 22 13234
## 23 73338
## 24 10633
## 25 5163
## 26 36731
## 27 7789
## 28 10293
## 29 13718
## 30 8845
## 31 5170
## 32 35143
## 33 8522
## 34 5928
## 35 2479
## 36 6212
## 37 7979
## 38 26258
## 39 10327
## 40 108401
## 41 2809
## 42 39888
## 43 24024
## 44 4727
## 45 9949
## 46 41230
## southCarolinaVotingResults$votes_gop
## 1 6742
## 2 45981
## 3 788
## 4 56109
## 5 2197
## 6 4888
## 7 39986
## 8 44223
## 9 3785
## 10 75233
## 11 15165
## 12 7272
## 13 9576
## 14 7246
## 15 9083
## 16 14973
## 17 5637
## 18 34932
## 19 6842
## 20 4024
## 21 29498
## 22 17334
## 23 125595
## 24 16881
## 25 3483
## 26 83819
## 27 6100
## 28 17464
## 29 23598
## 30 16770
## 31 2789
## 32 79866
## 33 5434
## 34 4257
## 35 2651
## 36 10011
## 37 24096
## 38 11909
## 39 36096
## 40 52753
## 41 5525
## 42 76101
## 43 18733
## 44 7058
## 45 4863
## 46 66245
## c.25417L..160099L..10419L..187126L..15987L..22621L..162233L..
## 1 25417
## 2 160099
## 3 10419
## 4 187126
## 5 15987
## 6 22621
## 7 162233
## 8 177843
## 9 15175
## 10 350209
## 11 55342
## 12 33140
## 13 46734
## 14 34971
## 15 38892
## 16 68681
## 17 32062
## 18 136555
## 19 26985
## 20 23956
## 21 136885
## 22 60158
## 23 451225
## 24 69661
## 25 21090
## 26 269291
## 27 24777
## 28 61697
## 29 76652
## 30 66537
## 31 19220
## 32 262391
## 33 10233
## 34 33062
## 35 28933
## 36 37508
## 37 74273
## 38 92501
## 39 119224
## 40 384504
## 41 19875
## 42 284307
## 43 107456
## 44 28961
## 45 34423
## 46 226073
## southCarolinaVotingResults$diff
## 1 3,030
## 2 20,555
## 3 1,934
## 4 35,069
## 5 1,689
## 6 493
## 7 10,409
## 8 13,731
## 9 216
## 10 13,815
## 11 9,076
## 12 690
## 13 2,451
## 14 389
## 15 1,467
## 16 1,107
## 17 195
## 18 10,922
## 19 2,351
## 20 2,912
## 21 2,868
## 22 4,100
## 23 52,257
## 24 6,248
## 25 1,680
## 26 47,088
## 27 1,689
## 28 7,171
## 29 9,880
## 30 7,925
## 31 2,381
## 32 44,723
## 33 3,088
## 34 1,671
## 35 172
## 36 3,799
## 37 16,117
## 38 14,349
## 39 25,769
## 40 55,648
## 41 2,716
## 42 36,213
## 43 5,291
## 44 2,331
## 45 5,086
## 46 25,015## southDakotaVotingResults$votes_dem
## 1 340
## 2 1912
## 3 412
## 4 704
## 5 4879
## 6 5452
## 7 571
## 8 296
## 9 693
## 10 105
## 11 935
## 12 398
## 13 2608
## 14 3174
## 15 535
## 16 1120
## 17 2355
## 18 974
## 19 570
## 20 887
## 21 214
## 22 380
## 23 821
## 24 204
## 25 970
## 26 391
## 27 77
## 28 555
## 29 334
## 30 424
## 31 38
## 32 2449
## 33 692
## 34 125
## 35 323
## 36 264
## 37 69
## 38 703
## 39 2314
## 40 3356
## 41 8076
## 42 369
## 43 754
## 44 623
## 45 192
## 46 2223
## 47 238
## 48 281
## 49 30610
## 50 1042
## 51 2504
## 52 14074
## 53 188
## 54 215
## 55 1539
## 56 241
## 57 919
## 58 329
## 59 137
## 60 1505
## 61 462
## 62 961
## 63 2227
## 64 457
## 65 3301
## 66 352## southDakotaVotingResults$votes_gop
## 1 974
## 2 4455
## 3 666
## 4 2105
## 5 6748
## 6 9613
## 7 1565
## 8 171
## 9 3355
## 10 704
## 11 2382
## 12 1139
## 13 2109
## 14 7764
## 15 588
## 16 3290
## 17 5157
## 18 1627
## 19 1366
## 20 723
## 21 1338
## 22 1433
## 23 2511
## 24 858
## 25 2381
## 26 1600
## 27 936
## 28 2051
## 29 1391
## 30 1497
## 31 694
## 32 5174
## 33 2517
## 34 543
## 35 722
## 36 648
## 37 450
## 38 1680
## 39 4038
## 40 7411
## 41 15499
## 42 977
## 43 1056
## 44 1794
## 45 892
## 46 8441
## 47 402
## 48 706
## 49 42043
## 50 1729
## 51 241
## 52 29804
## 53 1333
## 54 1069
## 55 2142
## 56 819
## 57 1854
## 58 1148
## 59 679
## 60 487
## 61 2069
## 62 2937
## 63 5288
## 64 1896
## 65 5654
## 66 368## southDakotaVotingResults$diff
## 1 634
## 2 2,543
## 3 254
## 4 1,401
## 5 1,869
## 6 4,161
## 7 994
## 8 125
## 9 2,662
## 10 599
## 11 1,447
## 12 741
## 13 499
## 14 4,590
## 15 53
## 16 2,170
## 17 2,802
## 18 653
## 19 796
## 20 164
## 21 1,124
## 22 1,053
## 23 1,690
## 24 654
## 25 1,411
## 26 1,209
## 27 859
## 28 1,496
## 29 1,057
## 30 1,073
## 31 656
## 32 2,725
## 33 1,825
## 34 418
## 35 399
## 36 384
## 37 381
## 38 977
## 39 1,724
## 40 4,055
## 41 7,423
## 42 608
## 43 302
## 44 1,171
## 45 700
## 46 6,218
## 47 164
## 48 425
## 49 11,433
## 50 687
## 51 2,263
## 52 15,730
## 53 1,145
## 54 854
## 55 603
## 56 578
## 57 935
## 58 819
## 59 542
## 60 1,018
## 61 1,607
## 62 1,976
## 63 3,061
## 64 1,439
## 65 2,353
## 66 16## structure.c.1L..2L..4L..5L..6L..9L..10L..13L..16L..17L..19L..
## 1 Aurora County
## 2 Beadle County
## 3 Bon Homme County
## 4 Brookings County
## 5 Brown County
## 6 Butte County
## 7 Campbell County
## 8 Clay County
## 9 Custer County
## 10 Davison County
## 11 Deuel County
## 12 Edmunds County
## 13 Fall River County
## 14 Faulk County
## 15 Grant County
## 16 Haakon County
## 17 Hamlin County
## 18 Hand County
## 19 Hanson County
## 20 Jerauld County
## 21 Jones County
## 22 Kingsbury County
## 23 Lake County
## 24 McCook County
## 25 Miner County
## 26 Minnehaha County
## 27 Moody County
## 28 Potter County
## 29 Roberts County
## 30 Sanborn County
## 31 Spink County
## 32 Sully County
## 33 Todd County
## 34 Turner County
## 35 Union County
## 36 Yankton County
## 37 Ziebach County
## 38 Day County
## 39 Lincoln County
## 40 Mellette County
## 41 Pennington County
## 42 Perkins County
## 43 Shannon County
## 44 Stanley County
## 45 Bennett County
## 46 Brule County
## 47 Buffalo County
## 48 Charles Mix County
## 49 Clark County
## 50 Codington County
## 51 Corson County
## 52 Dewey County
## 53 Douglas County
## 54 Gregory County
## 55 Harding County
## 56 Hughes County
## 57 Hutchinson County
## 58 Hyde County
## 59 Jackson County
## 60 Lawrence County
## 61 Lyman County
## 62 McPherson County
## 63 Marshall County
## 64 Meade County
## 65 Tripp County
## 66 Walworth County
## southDakotaVotingResults$votes_dem southDakotaVotingResults$votes_gop
## 1 340 974
## 2 1912 4455
## 3 412 666
## 4 704 2105
## 5 4879 6748
## 6 5452 9613
## 7 571 1565
## 8 296 171
## 9 693 3355
## 10 105 704
## 11 935 2382
## 12 398 1139
## 13 2608 2109
## 14 3174 7764
## 15 535 588
## 16 1120 3290
## 17 2355 5157
## 18 974 1627
## 19 570 1366
## 20 887 723
## 21 214 1338
## 22 380 1433
## 23 821 2511
## 24 204 858
## 25 970 2381
## 26 391 1600
## 27 77 936
## 28 555 2051
## 29 334 1391
## 30 424 1497
## 31 38 694
## 32 2449 5174
## 33 692 2517
## 34 125 543
## 35 323 722
## 36 264 648
## 37 69 450
## 38 703 1680
## 39 2314 4038
## 40 3356 7411
## 41 8076 15499
## 42 369 977
## 43 754 1056
## 44 623 1794
## 45 192 892
## 46 2223 8441
## 47 238 402
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## 49 30610 42043
## 50 1042 1729
## 51 2504 241
## 52 14074 29804
## 53 188 1333
## 54 215 1069
## 55 1539 2142
## 56 241 819
## 57 919 1854
## 58 329 1148
## 59 137 679
## 60 1505 487
## 61 462 2069
## 62 961 2937
## 63 2227 5288
## 64 457 1896
## 65 3301 5654
## 66 352 368
## c.2710L..17398L..7070L..31965L..36531L..10110L..1466L..13864L..
## 1 2710
## 2 17398
## 3 7070
## 4 31965
## 5 36531
## 6 10110
## 7 1466
## 8 13864
## 9 8216
## 10 19504
## 11 4364
## 12 4071
## 13 7094
## 14 2364
## 15 7356
## 16 1937
## 17 5903
## 18 3431
## 19 3331
## 20 2071
## 21 1006
## 22 5148
## 23 11200
## 24 5618
## 25 2389
## 26 169468
## 27 6486
## 28 2329
## 29 10149
## 30 2355
## 31 6415
## 32 1373
## 33 9612
## 34 8347
## 35 14399
## 36 22438
## 37 2801
## 38 5710
## 39 44828
## 40 2048
## 41 100948
## 42 2982
## 43 13586
## 44 2966
## 45 3431
## 46 5255
## 47 1912
## 48 9129
## 49 3691
## 50 27227
## 51 4050
## 52 5301
## 53 3002
## 54 4271
## 55 1255
## 56 17022
## 57 7343
## 58 1420
## 59 3031
## 60 24097
## 61 3755
## 62 2459
## 63 4656
## 64 25434
## 65 5644
## 66 5438
## southDakotaVotingResults$diff
## 1 634
## 2 2,543
## 3 254
## 4 1,401
## 5 1,869
## 6 4,161
## 7 994
## 8 125
## 9 2,662
## 10 599
## 11 1,447
## 12 741
## 13 499
## 14 4,590
## 15 53
## 16 2,170
## 17 2,802
## 18 653
## 19 796
## 20 164
## 21 1,124
## 22 1,053
## 23 1,690
## 24 654
## 25 1,411
## 26 1,209
## 27 859
## 28 1,496
## 29 1,057
## 30 1,073
## 31 656
## 32 2,725
## 33 1,825
## 34 418
## 35 399
## 36 384
## 37 381
## 38 977
## 39 1,724
## 40 4,055
## 41 7,423
## 42 608
## 43 302
## 44 1,171
## 45 700
## 46 6,218
## 47 164
## 48 425
## 49 11,433
## 50 687
## 51 2,263
## 52 15,730
## 53 1,145
## 54 854
## 55 603
## 56 578
## 57 935
## 58 819
## 59 542
## 60 1,018
## 61 1,607
## 62 1,976
## 63 3,061
## 64 1,439
## 65 2,353
## 66 16## tennesseVotingResults$votes_dem
## 1 9010
## 2 3384
## 3 1474
## 4 896
## 5 12085
## 6 7070
## 7 2248
## 8 1126
## 9 2323
## 10 3453
## 11 3877
## 12 902
## 13 1831
## 14 707
## 15 1980
## 16 4741
## 17 1302
## 18 5202
## 19 148473
## 20 894
## 21 1566
## 22 4718
## 23 2815
## 24 5865
## 25 1100
## 26 4372
## 27 5255
## 28 2915
## 29 1154
## 30 4211
## 31 998
## 32 4075
## 33 55260
## 34 322
## 35 4174
## 36 1622
## 37 3502
## 38 3704
## 39 1796
## 40 3061
## 41 1823
## 42 865
## 43 1967
## 44 1129
## 45 3490
## 46 988
## 47 62861
## 48 577
## 49 3656
## 50 2821
## 51 890
## 52 2550
## 53 4916
## 54 1071
## 55 15438
## 56 2829
## 57 2848
## 58 10026
## 59 3507
## 60 1847
## 61 856
## 62 3184
## 63 21686
## 64 496
## 65 1053
## 66 2425
## 67 1943
## 68 597
## 69 536
## 70 1252
## 71 6847
## 72 1942
## 73 4833
## 74 6634
## 75 36627
## 76 934
## 77 1051
## 78 6293
## 79 206640
## 80 1688
## 81 1222
## 82 11910
## 83 18153
## 84 5779
## 85 943
## 86 1260
## 87 1010
## 88 539
## 89 3535
## 90 13003
## 91 717
## 92 2770
## 93 1842
## 94 30992
## 95 14356## tennesseVotingResults$votes_gop
## 1 19201
## 2 11455
## 3 4715
## 4 3621
## 5 37385
## 6 29761
## 7 9860
## 8 4006
## 9 7731
## 10 16897
## 11 11295
## 12 3827
## 13 8589
## 14 2140
## 15 9791
## 16 14409
## 17 3977
## 18 20410
## 19 84365
## 20 3580
## 21 5164
## 22 13213
## 23 10175
## 24 13046
## 25 6032
## 26 11526
## 27 13779
## 28 7964
## 29 6618
## 30 18538
## 31 3626
## 32 15839
## 33 78661
## 34 1842
## 35 4912
## 36 8012
## 37 16611
## 38 3010
## 39 8118
## 40 9483
## 41 5685
## 42 2180
## 43 4928
## 44 3229
## 45 14760
## 46 5400
## 47 105724
## 48 1357
## 49 4884
## 50 12419
## 51 3579
## 52 10375
## 53 17588
## 54 6260
## 55 21321
## 56 7680
## 57 8167
## 58 23781
## 59 14673
## 60 7839
## 61 3337
## 62 13361
## 63 32320
## 64 2325
## 65 5429
## 66 9525
## 67 6055
## 68 2167
## 69 2019
## 70 5097
## 71 18981
## 72 8650
## 73 15863
## 74 19393
## 75 64428
## 76 6044
## 77 4434
## 78 28610
## 79 114948
## 80 5485
## 81 3864
## 82 45577
## 83 50105
## 84 16893
## 85 2099
## 86 5666
## 87 5024
## 88 1820
## 89 9535
## 90 34179
## 91 5034
## 92 9001
## 93 7657
## 94 68160
## 95 39304## tennesseVotingResults$diff
## 1 10,191
## 2 8,071
## 3 3,241
## 4 2,725
## 5 25,300
## 6 22,691
## 7 7,612
## 8 2,880
## 9 5,408
## 10 13,444
## 11 7,418
## 12 2,925
## 13 6,758
## 14 1,433
## 15 7,811
## 16 9,668
## 17 2,675
## 18 15,208
## 19 64,108
## 20 2,686
## 21 3,598
## 22 8,495
## 23 7,360
## 24 7,181
## 25 4,932
## 26 7,154
## 27 8,524
## 28 5,049
## 29 5,464
## 30 14,327
## 31 2,628
## 32 11,764
## 33 23,401
## 34 1,520
## 35 738
## 36 6,390
## 37 13,109
## 38 694
## 39 6,322
## 40 6,422
## 41 3,862
## 42 1,315
## 43 2,961
## 44 2,100
## 45 11,270
## 46 4,412
## 47 42,863
## 48 780
## 49 1,228
## 50 9,598
## 51 2,689
## 52 7,825
## 53 12,672
## 54 5,189
## 55 5,883
## 56 4,851
## 57 5,319
## 58 13,755
## 59 11,166
## 60 5,992
## 61 2,481
## 62 10,177
## 63 10,634
## 64 1,829
## 65 4,376
## 66 7,100
## 67 4,112
## 68 1,570
## 69 1,483
## 70 3,845
## 71 12,134
## 72 6,708
## 73 11,030
## 74 12,759
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## 2 3,089
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## 254 1,941## utahVotingResults$votes_dem
## 1 264
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## 29 22187## utahVotingResults$votes_gop
## 1 1838
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## 29 38447## utahVotingResults$diff
## 1 1,574
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## 6 24,410
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## 29 16,260## structure.c.1L..2L..3L..4L..5L..7L..8L..9L..10L..11L..12L..14L..
## 1 Beaver County
## 2 Box Elder County
## 3 Cache County
## 4 Carbon County
## 5 Daggett County
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## 8 Garfield County
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## 10 Iron County
## 11 Juab County
## 12 Millard County
## 13 Piute County
## 14 Rich County
## 15 Salt Lake County
## 16 San Juan County
## 17 Sevier County
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## 20 Utah County
## 21 Wasatch County
## 22 Washington County
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## 24 Weber County
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## utahVotingResults$votes_dem utahVotingResults$votes_gop
## 1 264 1838
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## utahVotingResults$diff
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## 29 16,260## vermontVotingResults$votes_dem
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## 14 17544## vermontVotingResults$votes_gop
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## 14 8604## vermontVotingResults$diff
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## 4 36,165
## 5 487
## 6 599
## 7 607
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## 11 1,158
## 12 10,601
## 13 8,878
## 14 8,940## structure.c.1L..3L..5L..6L..7L..8L..9L..10L..11L..12L..13L..2L..
## 1 Addison County
## 2 Caledonia County
## 3 Essex County
## 4 Franklin County
## 5 Grand Isle County
## 6 Lamoille County
## 7 Orange County
## 8 Orleans County
## 9 Rutland County
## 10 Washington County
## 11 Windham County
## 12 Bennington County
## 13 Chittenden County
## 14 Windsor County
## vermontVotingResults$votes_dem vermontVotingResults$votes_gop
## 1 11217 5297
## 2 9539 5925
## 3 6445 5533
## 4 54463 18298
## 5 1019 1506
## 6 9351 8752
## 7 2094 1487
## 8 7241 3570
## 9 7522 4997
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## 13 14340 5462
## 14 17544 8604
## c.36821L..31227L..6306L..47746L..6970L..24475L..28936L..27231L..
## 1 36821
## 2 31227
## 3 6306
## 4 47746
## 5 6970
## 6 24475
## 7 28936
## 8 27231
## 9 61642
## 10 59534
## 11 44513
## 12 37125
## 13 156545
## 14 56670
## vermontVotingResults$diff
## 1 5,920
## 2 3,614
## 3 912
## 4 36,165
## 5 487
## 6 599
## 7 607
## 8 3,671
## 9 2,525
## 10 23
## 11 1,158
## 12 10,601
## 13 8,878
## 14 8,940## washingtonVotingResults$votes_dem
## 1 1118
## 2 3118
## 3 25173
## 4 10770
## 5 15154
## 6 90697
## 7 523
## 8 17842
## 9 3600
## 10 1091
## 11 7839
## 12 276
## 13 7768
## 14 11378
## 15 20766
## 16 12556
## 17 657149
## 18 60561
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## 22 1238
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## 25 4597
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## 28 7053
## 29 26076
## 30 2207
## 31 167943
## 32 86590
## 33 4348
## 34 65015
## 35 824
## 36 7550
## 37 59402
## 38 5521
## 39 28484## washingtonVotingResults$votes_gop
## 1 2740
## 2 5712
## 3 45594
## 4 15070
## 5 15685
## 6 90590
## 7 1491
## 8 24066
## 9 7208
## 10 2178
## 11 11358
## 12 841
## 13 18482
## 14 13269
## 15 18259
## 16 5986
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## 20 5390
## 21 16273
## 22 4095
## 23 13539
## 24 6305
## 25 5338
## 26 4364
## 27 136046
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## 29 24330
## 30 2910
## 31 116433
## 32 103846
## 33 11059
## 34 46219
## 35 1328
## 36 10775
## 37 40247
## 38 5462
## 39 39593## washingtonVotingResults$diff
## 1 1,622
## 2 2,594
## 3 20,421
## 4 4,300
## 5 531
## 6 107
## 7 968
## 8 6,224
## 9 3,608
## 10 1,087
## 11 3,519
## 12 565
## 13 10,714
## 14 1,891
## 15 2,507
## 16 6,570
## 17 459,368
## 18 13,799
## 19 2,655
## 20 1,609
## 21 9,037
## 22 2,857
## 23 1,667
## 24 2,325
## 25 741
## 26 2,432
## 27 24,260
## 28 4,402
## 29 1,746
## 30 703
## 31 51,510
## 32 17,256
## 33 6,711
## 34 18,796
## 35 504
## 36 3,225
## 37 19,155
## 38 59
## 39 11,109## structure.c.1L..2L..3L..5L..7L..8L..9L..13L..14L..15L..16L..17L..
## 1 Adams County
## 2 Asotin County
## 3 Benton County
## 4 Clallam County
## 5 Columbia County
## 6 Cowlitz County
## 7 Douglas County
## 8 Grant County
## 9 Grays Harbor County
## 10 Island County
## 11 Jefferson County
## 12 King County
## 13 Kitsap County
## 14 Kittitas County
## 15 Klickitat County
## 16 Lewis County
## 17 Lincoln County
## 18 Mason County
## 19 Okanogan County
## 20 Pacific County
## 21 Pierce County
## 22 San Juan County
## 23 Skagit County
## 24 Skamania County
## 25 Snohomish County
## 26 Spokane County
## 27 Stevens County
## 28 Thurston County
## 29 Wahkiakum County
## 30 Whatcom County
## 31 Whitman County
## 32 Yakima County
## 33 Chelan County
## 34 Clark County
## 35 Ferry County
## 36 Franklin County
## 37 Garfield County
## 38 Pend Oreille County
## 39 Walla Walla County
## washingtonVotingResults$votes_dem washingtonVotingResults$votes_gop
## 1 1118 2740
## 2 3118 5712
## 3 25173 45594
## 4 10770 15070
## 5 15154 15685
## 6 90697 90590
## 7 523 1491
## 8 17842 24066
## 9 3600 7208
## 10 1091 2178
## 11 7839 11358
## 12 276 841
## 13 7768 18482
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## 15 20766 18259
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## 18 60561 46762
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## 24 3980 6305
## 25 4597 5338
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## 38 5521 5462
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## c.18728L..21623L..175177L..71404L..4078L..102410L..38431L..89120L..
## 1 18728
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## 31 44776
## 32 243231
## 33 72453
## 34 425363
## 35 7551
## 36 78163
## 37 2266
## 38 13001
## 39 58781
## washingtonVotingResults$diff
## 1 1,622
## 2 2,594
## 3 20,421
## 4 4,300
## 5 531
## 6 107
## 7 968
## 8 6,224
## 9 3,608
## 10 1,087
## 11 3,519
## 12 565
## 13 10,714
## 14 1,891
## 15 2,507
## 16 6,570
## 17 459,368
## 18 13,799
## 19 2,655
## 20 1,609
## 21 9,037
## 22 2,857
## 23 1,667
## 24 2,325
## 25 741
## 26 2,432
## 27 24,260
## 28 4,402
## 29 1,746
## 30 703
## 31 51,510
## 32 17,256
## 33 6,711
## 34 18,796
## 35 504
## 36 3,225
## 37 19,155
## 38 59
## 39 11,109## washingtonDCVotingResults$votes_dem
## 1 260223## washingtonDCVotingResults$votes_gop
## 1 11553## washingtonDCVotingResults$diff
## 1 248,670## structure.1L...Label....District.of.Columbia...class....factor..
## 1 District of Columbia
## washingtonDCVotingResults$votes_dem washingtonDCVotingResults$votes_gop
## 1 260223 11553
## X601723L washingtonDCVotingResults$diff
## 1 601723 248,670## westVirginiaVotingResults$votes_dem
## 1 1213
## 2 12287
## 3 1783
## 4 1315
## 5 2549
## 6 11306
## 7 456
## 8 566
## 9 360
## 10 4246
## 11 537
## 12 510
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## 15 3247
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## 19 9458
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## 21 1336
## 22 1435
## 23 2082
## 24 6926
## 25 2894
## 26 2069
## 27 1429
## 28 4689
## 29 2019
## 30 1365
## 31 14568
## 32 1089
## 33 1568
## 34 1821
## 35 5452
## 36 726
## 37 620
## 38 924
## 39 2462
## 40 5784
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## 45 1186
## 46 1483
## 47 750
## 48 505
## 49 1763
## 50 3334
## 51 554
## 52 1348
## 53 383
## 54 8327
## 55 1061## westVirginiaVotingResults$votes_gop
## 1 4509
## 2 28210
## 3 6483
## 4 3516
## 5 6574
## 6 19648
## 7 2023
## 8 2289
## 9 2347
## 10 10263
## 11 1889
## 12 4338
## 13 9499
## 14 6646
## 15 8870
## 16 4544
## 17 18687
## 18 8959
## 19 13144
## 20 43464
## 21 5245
## 22 5257
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## 24 14592
## 25 9565
## 26 7597
## 27 4614
## 28 17362
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## 46 4701
## 47 2557
## 48 2967
## 49 6971
## 50 11077
## 51 2284
## 52 4461
## 53 1903
## 54 25168
## 55 6527## westVirginiaVotingResults$diff
## 1 3,296
## 2 15,923
## 3 4,700
## 4 2,201
## 5 4,025
## 6 8,342
## 7 1,567
## 8 1,723
## 9 1,987
## 10 6,017
## 11 1,352
## 12 3,828
## 13 5,756
## 14 5,070
## 15 5,623
## 16 3,295
## 17 11,012
## 18 6,311
## 19 3,686
## 20 15,479
## 21 3,909
## 22 3,822
## 23 7,784
## 24 7,666
## 25 6,671
## 26 5,528
## 27 3,185
## 28 12,673
## 29 6,938
## 30 6,511
## 31 3,710
## 32 3,248
## 33 4,150
## 34 5,348
## 35 5,625
## 36 1,662
## 37 1,722
## 38 1,550
## 39 7,039
## 40 11,671
## 41 15,473
## 42 4,859
## 43 2,886
## 44 2,552
## 45 2,258
## 46 3,218
## 47 1,807
## 48 2,462
## 49 5,208
## 50 7,743
## 51 1,730
## 52 3,113
## 53 1,520
## 54 16,841
## 55 5,466## structure.c.1L..3L..4L..5L..7L..8L..10L..11L..12L..13L..14L..
## 1 Barbour County
## 2 Boone County
## 3 Braxton County
## 4 Brooke County
## 5 Calhoun County
## 6 Clay County
## 7 Fayette County
## 8 Gilmer County
## 9 Grant County
## 10 Greenbrier County
## 11 Hampshire County
## 12 Hancock County
## 13 Hardy County
## 14 Harrison County
## 15 Jackson County
## 16 Jefferson County
## 17 Kanawha County
## 18 Lewis County
## 19 Lincoln County
## 20 Logan County
## 21 McDowell County
## 22 Marion County
## 23 Marshall County
## 24 Mineral County
## 25 Monongalia County
## 26 Monroe County
## 27 Morgan County
## 28 Nicholas County
## 29 Ohio County
## 30 Pleasants County
## 31 Pocahontas County
## 32 Preston County
## 33 Putnam County
## 34 Raleigh County
## 35 Randolph County
## 36 Ritchie County
## 37 Summers County
## 38 Tucker County
## 39 Tyler County
## 40 Upshur County
## 41 Wayne County
## 42 Webster County
## 43 Wetzel County
## 44 Wirt County
## 45 Wood County
## 46 Wyoming County
## 47 Berkeley County
## 48 Mason County
## 49 Cabell County
## 50 Doddridge County
## 51 Mercer County
## 52 Mingo County
## 53 Pendleton County
## 54 Roane County
## 55 Taylor County
## westVirginiaVotingResults$votes_dem westVirginiaVotingResults$votes_gop
## 1 1213 4509
## 2 12287 28210
## 3 1783 6483
## 4 1315 3516
## 5 2549 6574
## 6 11306 19648
## 7 456 2023
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## 1 16589
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## 6 9386
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## 21 22113
## 22 56418
## 23 33107
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## 26 13502
## 27 17541
## 28 26233
## 29 44443
## 30 7605
## 31 8719
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## 34 78859
## 35 29405
## 36 10449
## 37 13927
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## westVirginiaVotingResults$diff
## 1 3,296
## 2 15,923
## 3 4,700
## 4 2,201
## 5 4,025
## 6 8,342
## 7 1,567
## 8 1,723
## 9 1,987
## 10 6,017
## 11 1,352
## 12 3,828
## 13 5,756
## 14 5,070
## 15 5,623
## 16 3,295
## 17 11,012
## 18 6,311
## 19 3,686
## 20 15,479
## 21 3,909
## 22 3,822
## 23 7,784
## 24 7,666
## 25 6,671
## 26 5,528
## 27 3,185
## 28 12,673
## 29 6,938
## 30 6,511
## 31 3,710
## 32 3,248
## 33 4,150
## 34 5,348
## 35 5,625
## 36 1,662
## 37 1,722
## 38 1,550
## 39 7,039
## 40 11,671
## 41 15,473
## 42 4,859
## 43 2,886
## 44 2,552
## 45 2,258
## 46 3,218
## 47 1,807
## 48 2,462
## 49 5,208
## 50 7,743
## 51 1,730
## 52 3,113
## 53 1,520
## 54 16,841
## 55 5,466## wisconsinVotingResults$votes_dem
## 1 3780
## 2 4136
## 3 7881
## 4 4953
## 5 53358
## 6 2531
## 7 2948
## 8 9634
## 9 11875
## 10 4225
## 11 13525
## 12 3426
## 13 217506
## 14 13968
## 15 8026
## 16 11342
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## 18 27271
## 19 666
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## 22 10047
## 23 9121
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## 72 14232## wisconsinVotingResults$votes_gop
## 1 5983
## 2 3428
## 3 13595
## 4 4125
## 5 67192
## 6 4049
## 7 5412
## 8 15345
## 9 17912
## 10 8645
## 11 14160
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## 13 71270
## 14 26643
## 15 8584
## 16 9657
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## 19 1897
## 20 31044
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## 22 12347
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## 24 6210
## 25 4809
## 26 2090
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## 28 23409
## 29 7188
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## 72 21502## wisconsinVotingResults$diff
## 1 2,203
## 2 708
## 3 5,714
## 4 828
## 5 13,834
## 6 1,518
## 7 2,464
## 8 5,711
## 9 6,037
## 10 4,420
## 11 635
## 12 418
## 13 146,236
## 14 12,675
## 15 558
## 16 1,685
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## 18 3,970
## 19 1,231
## 20 13,653
## 21 1,204
## 22 2,300
## 23 428
## 24 3,510
## 25 1,860
## 26 817
## 27 1,086
## 28 6,850
## 29 3,088
## 30 255
## 31 2,993
## 32 6,018
## 33 689
## 34 3,176
## 35 3,030
## 36 8,671
## 37 12,534
## 38 6,752
## 39 1,904
## 40 734
## 41 162,895
## 42 4,395
## 43 7,369
## 44 3,574
## 45 11,797
## 46 10,291
## 47 883
## 48 2,880
## 49 6,296
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## 54 7,853
## 55 2,393
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## 60 8,627
## 61 4,191
## 62 1,725
## 63 643
## 64 3,400
## 65 10,142
## 66 2,121
## 67 30,875
## 68 63,321
## 69 7,710
## 70 3,867
## 71 6,393
## 72 7,270## structure.c.2L..3L..4L..5L..6L..7L..8L..9L..10L..12L..16L..18L..
## 1 Ashland County
## 2 Barron County
## 3 Bayfield County
## 4 Brown County
## 5 Buffalo County
## 6 Burnett County
## 7 Calumet County
## 8 Chippewa County
## 9 Clark County
## 10 Crawford County
## 11 Douglas County
## 12 Eau Claire County
## 13 Florence County
## 14 Fond du Lac County
## 15 Grant County
## 16 Green County
## 17 Green Lake County
## 18 Iowa County
## 19 Jackson County
## 20 Jefferson County
## 21 La Crosse County
## 22 Lafayette County
## 23 Lincoln County
## 24 Manitowoc County
## 25 Marathon County
## 26 Milwaukee County
## 27 Monroe County
## 28 Oconto County
## 29 Outagamie County
## 30 Pepin County
## 31 Polk County
## 32 Portage County
## 33 Price County
## 34 Rock County
## 35 Rusk County
## 36 St. Croix County
## 37 Sauk County
## 38 Shawano County
## 39 Taylor County
## 40 Trempealeau County
## 41 Vernon County
## 42 Walworth County
## 43 Washburn County
## 44 Washington County
## 45 Waukesha County
## 46 Waushara County
## 47 Winnebago County
## 48 Wood County
## 49 Dane County
## 50 Forest County
## 51 Kenosha County
## 52 Kewaunee County
## 53 Menominee County
## 54 Ozaukee County
## 55 Racine County
## 56 Adams County
## 57 Columbia County
## 58 Dodge County
## 59 Door County
## 60 Dunn County
## 61 Iron County
## 62 Juneau County
## 63 Langlade County
## 64 Marinette County
## 65 Marquette County
## 66 Oneida County
## 67 Pierce County
## 68 Richland County
## 69 Sawyer County
## 70 Sheboygan County
## 71 Vilas County
## 72 Waupaca County
## wisconsinVotingResults$votes_dem wisconsinVotingResults$votes_gop
## 1 3780 5983
## 2 4136 3428
## 3 7881 13595
## 4 4953 4125
## 5 53358 67192
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## 45 389891
## 46 24496
## 47 166994
## 48 74749
## 49 488073
## 50 9304
## 51 166426
## 52 20574
## 53 4232
## 54 86395
## 55 195408
## 56 20875
## 57 56833
## 58 88759
## 59 27785
## 60 43857
## 61 5916
## 62 26664
## 63 19977
## 64 41749
## 65 15404
## 66 35998
## 67 41019
## 68 18021
## 69 16557
## 70 115507
## 71 21430
## 72 52410
## wisconsinVotingResults$diff
## 1 2,203
## 2 708
## 3 5,714
## 4 828
## 5 13,834
## 6 1,518
## 7 2,464
## 8 5,711
## 9 6,037
## 10 4,420
## 11 635
## 12 418
## 13 146,236
## 14 12,675
## 15 558
## 16 1,685
## 17 2,462
## 18 3,970
## 19 1,231
## 20 13,653
## 21 1,204
## 22 2,300
## 23 428
## 24 3,510
## 25 1,860
## 26 817
## 27 1,086
## 28 6,850
## 29 3,088
## 30 255
## 31 2,993
## 32 6,018
## 33 689
## 34 3,176
## 35 3,030
## 36 8,671
## 37 12,534
## 38 6,752
## 39 1,904
## 40 734
## 41 162,895
## 42 4,395
## 43 7,369
## 44 3,574
## 45 11,797
## 46 10,291
## 47 883
## 48 2,880
## 49 6,296
## 50 1,214
## 51 1,891
## 52 4,114
## 53 444
## 54 7,853
## 55 2,393
## 56 99
## 57 1,779
## 58 6,686
## 59 9,732
## 60 8,627
## 61 4,191
## 62 1,725
## 63 643
## 64 3,400
## 65 10,142
## 66 2,121
## 67 30,875
## 68 63,321
## 69 7,710
## 70 3,867
## 71 6,393
## 72 7,270## wyomingVotingResults$votes_dem
## 1 6888
## 2 594
## 3 1324
## 4 1279
## 5 668
## 6 271
## 7 4200
## 8 924
## 9 400
## 10 638
## 11 11572
## 12 1105
## 13 6573
## 14 115
## 15 2535
## 16 719
## 17 2926
## 18 644
## 19 3233
## 20 7313
## 21 1202
## 22 532
## 23 294## wyomingVotingResults$votes_gop
## 1 7601
## 2 4067
## 3 15778
## 4 4409
## 5 5520
## 6 3347
## 7 11167
## 8 4418
## 9 1939
## 10 3477
## 11 24844
## 12 6779
## 13 23523
## 14 1116
## 15 11115
## 16 3437
## 17 10266
## 18 3409
## 19 12153
## 20 3920
## 21 6154
## 22 2911
## 23 2898## wyomingVotingResults$diff
## 1 713
## 2 3,473
## 3 14,454
## 4 3,130
## 5 4,852
## 6 3,076
## 7 6,967
## 8 3,494
## 9 1,539
## 10 2,839
## 11 13,272
## 12 5,674
## 13 16,950
## 14 1,001
## 15 8,580
## 16 2,718
## 17 7,340
## 18 2,765
## 19 8,920
## 20 3,393
## 21 4,952
## 22 2,379
## 23 2,604## structure.c.1L..3L..4L..5L..7L..10L..11L..12L..14L..15L..17L..
## 1 Albany County
## 2 Campbell County
## 3 Carbon County
## 4 Converse County
## 5 Fremont County
## 6 Johnson County
## 7 Laramie County
## 8 Lincoln County
## 9 Niobrara County
## 10 Park County
## 11 Sheridan County
## 12 Sublette County
## 13 Sweetwater County
## 14 Teton County
## 15 Uinta County
## 16 Weston County
## 17 Goshen County
## 18 Big Horn County
## 19 Crook County
## 20 Hot Springs County
## 21 Natrona County
## 22 Platte County
## 23 Washakie County
## wyomingVotingResults$votes_dem wyomingVotingResults$votes_gop
## 1 6888 7601
## 2 594 4067
## 3 1324 15778
## 4 1279 4409
## 5 668 5520
## 6 271 3347
## 7 4200 11167
## 8 924 4418
## 9 400 1939
## 10 638 3477
## 11 11572 24844
## 12 1105 6779
## 13 6573 23523
## 14 115 1116
## 15 2535 11115
## 16 719 3437
## 17 2926 10266
## 18 644 3409
## 19 3233 12153
## 20 7313 3920
## 21 1202 6154
## 22 532 2911
## 23 294 2898
## c.36299L..46133L..15885L..13833L..40123L..8569L..91738L..18106L..
## 1 36299
## 2 46133
## 3 15885
## 4 13833
## 5 40123
## 6 8569
## 7 91738
## 8 18106
## 9 2484
## 10 28205
## 11 29116
## 12 10247
## 13 43806
## 14 21294
## 15 21118
## 16 7208
## 17 13249
## 18 11668
## 19 7083
## 20 4812
## 21 75450
## 22 8667
## 23 8533
## wyomingVotingResults$diff
## 1 713
## 2 3,473
## 3 14,454
## 4 3,130
## 5 4,852
## 6 3,076
## 7 6,967
## 8 3,494
## 9 1,539
## 10 2,839
## 11 13,272
## 12 5,674
## 13 16,950
## 14 1,001
## 15 8,580
## 16 2,718
## 17 7,340
## 18 2,765
## 19 8,920
## 20 3,393
## 21 4,952
## 22 2,379
## 23 2,604Note that the echo = FALSE parameter was added to the code chunk to prevent printing of the R code that generated the plot.